{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "4f817691",
   "metadata": {},
   "source": [
    "# 第一个Ajex的数据源请求"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "2d1d374c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Requirement already satisfied: requests-html in d:\\anaconda\\lib\\site-packages (0.10.0)\n",
      "Requirement already satisfied: bs4 in d:\\anaconda\\lib\\site-packages (from requests-html) (0.0.1)\n",
      "Requirement already satisfied: parse in d:\\anaconda\\lib\\site-packages (from requests-html) (1.19.1)\n",
      "Requirement already satisfied: requests in d:\\anaconda\\lib\\site-packages (from requests-html) (2.27.1)\n",
      "Requirement already satisfied: pyppeteer>=0.0.14 in d:\\anaconda\\lib\\site-packages (from requests-html) (1.0.2)\n",
      "Requirement already satisfied: pyquery in d:\\anaconda\\lib\\site-packages (from requests-html) (2.0.0)\n",
      "Requirement already satisfied: w3lib in d:\\anaconda\\lib\\site-packages (from requests-html) (1.21.0)\n",
      "Requirement already satisfied: fake-useragent in d:\\anaconda\\lib\\site-packages (from requests-html) (1.2.1)\n",
      "Requirement already satisfied: certifi>=2021 in d:\\anaconda\\lib\\site-packages (from pyppeteer>=0.0.14->requests-html) (2021.10.8)\n",
      "Requirement already satisfied: pyee<9.0.0,>=8.1.0 in d:\\anaconda\\lib\\site-packages (from pyppeteer>=0.0.14->requests-html) (8.2.2)\n",
      "Requirement already satisfied: tqdm<5.0.0,>=4.42.1 in d:\\anaconda\\lib\\site-packages (from pyppeteer>=0.0.14->requests-html) (4.64.0)\n",
      "Requirement already satisfied: urllib3<2.0.0,>=1.25.8 in d:\\anaconda\\lib\\site-packages (from pyppeteer>=0.0.14->requests-html) (1.26.9)\n",
      "Requirement already satisfied: websockets<11.0,>=10.0 in d:\\anaconda\\lib\\site-packages (from pyppeteer>=0.0.14->requests-html) (10.4)\n",
      "Requirement already satisfied: appdirs<2.0.0,>=1.4.3 in d:\\anaconda\\lib\\site-packages (from pyppeteer>=0.0.14->requests-html) (1.4.4)\n",
      "Requirement already satisfied: importlib-metadata>=1.4 in d:\\anaconda\\lib\\site-packages (from pyppeteer>=0.0.14->requests-html) (4.11.3)\n",
      "Requirement already satisfied: zipp>=0.5 in d:\\anaconda\\lib\\site-packages (from importlib-metadata>=1.4->pyppeteer>=0.0.14->requests-html) (3.7.0)\n",
      "Requirement already satisfied: colorama in d:\\anaconda\\lib\\site-packages (from tqdm<5.0.0,>=4.42.1->pyppeteer>=0.0.14->requests-html) (0.4.4)\n",
      "Requirement already satisfied: beautifulsoup4 in d:\\anaconda\\lib\\site-packages (from bs4->requests-html) (4.11.1)\n",
      "Requirement already satisfied: soupsieve>1.2 in d:\\anaconda\\lib\\site-packages (from beautifulsoup4->bs4->requests-html) (2.3.1)\n",
      "Requirement already satisfied: importlib-resources>=5.0 in d:\\anaconda\\lib\\site-packages (from fake-useragent->requests-html) (6.0.1)\n",
      "Requirement already satisfied: lxml>=2.1 in d:\\anaconda\\lib\\site-packages (from pyquery->requests-html) (4.8.0)\n",
      "Requirement already satisfied: cssselect>=1.2.0 in d:\\anaconda\\lib\\site-packages (from pyquery->requests-html) (1.2.0)\n",
      "Requirement already satisfied: idna<4,>=2.5 in d:\\anaconda\\lib\\site-packages (from requests->requests-html) (3.3)\n",
      "Requirement already satisfied: charset-normalizer~=2.0.0 in d:\\anaconda\\lib\\site-packages (from requests->requests-html) (2.0.4)\n",
      "Requirement already satisfied: six>=1.4.1 in d:\\anaconda\\lib\\site-packages (from w3lib->requests-html) (1.16.0)\n"
     ]
    }
   ],
   "source": [
    "! pip install requests-html"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "bed0a9b5",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 尝试 requsets-html 获取页面数据\n",
    "\n",
    "from requests_html import HTMLSession\n",
    "session = HTMLSession()\n",
    "\n",
    "r = session.get('https://www.liepin.com/zhaopin/?currentPage=0&pageSize=40&city=050090&dq=050090&pubTime=&key=%E4%BA%A7%E5%93%81%E7%BB%8F%E7%90%86&suggestTag=&otherCity=&industry=&ckId=geq5b0qsi9umzbhn0oojbi2j8v8qu2bb&scene=condition&skId=geq5b0qsi9umzbhn0oojbi2j8v8qu2bb&fkId=geq5b0qsi9umzbhn0oojbi2j8v8qu2bb&sfrom=search_job_pc&suggestId=')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "fd00876a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'window.dataLayer = window.dataLayer || []; function gtag(){dataLayer.push(arguments);} gtag(\\'js\\', new Date()); gtag(\\'config\\', \\'G-54YTJKWN86\\');\\n【深圳招聘信息_深圳人才网招聘信息】-猎聘\\n全国\\n首页\\n职位\\n校园\\n海归\\n社区\\n简历优化\\n猎聘APP\\n我是猎头\\n我是招聘方\\nNEW\\n登录/注册\\n热门职位\\n推荐职位\\n热门行业\\n周边城市\\n热门城市\\n其他公司\\n相关公司\\n手机版\\n深圳内容垂类运营招聘深圳对外汉语教研招聘深圳售后城市主管招聘深圳实验室总经理招聘深圳高级男频责编招聘深圳营建部经理招聘深圳运营风控专员招聘深圳内容审核质量运营招聘深圳企业管理类讲师招聘深圳办公云产品专家招聘深圳俄语配件业务员招聘深圳喷涂高级生产主管招聘深圳公募基金产品总监招聘深圳数据链系统工程师招聘深圳机票辅营销售经理招聘深圳净水商用企划经理招聘深圳绩效奖金副经理招聘深圳高效果广告运营招聘深圳股票指数研究员招聘深圳食品业务部招聘深圳临床中心经理招聘深圳高级法务经理岗招聘深圳运力管理主管招聘深圳造纸工艺主管招聘深圳中医坐诊专家招聘深圳经营策划模块招聘深圳社区心理咨询师招聘深圳IT信息化负责人招聘深圳仿真与测试工程师招聘深圳激光雷达助理研究员招聘\\n深圳生产文员招聘深圳网络/在线销售招聘深圳广告创意师招聘深圳展览设计招聘深圳编译器开发招聘深圳采矿工程师招聘深圳PMO招聘深圳Flash设计招聘深圳金融产品经理招聘深圳爆破工程师招聘深圳保险培训师招聘深圳数据仓库工程师招聘深圳内容运营招聘深圳教学管理招聘深圳再保险招聘深圳猎头顾问/助理招聘深圳舆情分析师招聘深圳工程合同管理招聘深圳面料辅料开发/采购招聘深圳服装/纺织跟单招聘深圳功能测试招聘深圳跆拳道教练招聘深圳银行零售业务招聘深圳航空乘务招聘深圳国际结算/外汇交易招聘深圳行政总监招聘深圳电信交换工程师招聘深圳车身工程师招聘深圳售前技术支持招聘深圳区域销售专员/助理招聘\\n深圳房地产开发经营招聘深圳石化招聘深圳电子商务招聘深圳金属制品招聘深圳咨询服务招聘深圳美容/美发/保健招聘深圳印刷/包装/造纸招聘深圳通信设备招聘深圳农/林/牧/渔招聘深圳化工招聘深圳汽车零部件及配件招聘深圳非金属矿物制品招聘深圳专业技术服务招聘深圳文化艺术业招聘深圳新零售招聘深圳机械/设备招聘深圳政府/公共事业招聘深圳养老服务招聘深圳非营利组织招聘深圳检测/认证招聘深圳建筑/工程设计招聘深圳知识产权服务招聘深圳办公用品/设备招聘深圳金属冶炼招聘深圳运营商/增值服务招聘深圳文娱用品/器材招聘深圳医药流通招聘深圳服装/纺织/皮革招聘深圳人工智能招聘深圳学校教育招聘\\n广州招聘惠州招聘梅州招聘汕尾招聘河源招聘阳江招聘清远招聘东莞招聘韶关招聘中山招聘珠海招聘潮州招聘揭阳招聘汕头招聘云浮招聘佛山招聘江门招聘湛江招聘茂名招聘肇庆招聘\\n北京招聘网上海招聘网广州招聘网厦门招聘网杭州招聘网郑州招聘网南京招聘网天津招聘网重庆招聘网成都招聘网苏州招聘网商丘招聘网大连招聘网济南招聘网宁波招聘网无锡招聘网青岛招聘网沈阳招聘网台州招聘网西安招聘网武汉招聘网\\n深圳市奇奇王国文化发展有限公司深圳五洲融通金融服务有限公司深圳市前海车道财富互联网金融服务有限公司深圳市吉祥天电力设备有限公司深圳齐力电子商务有限公司深圳市前海睿远资本管理有限公司中润国盈(深圳)供应链管理有限公司深圳市中盛海通资产管理有限公司深圳市前海爱开创科技有限公司深圳鸿升行实业有限公司深圳前海沃诺新能源发展有限公司深圳市德富通纸品有限公司深圳市四海优品商贸有限公司深圳市追浪潜行投资管理有限公司中经国投金融控股(深圳)有限公司深圳市鸿冠装饰工程有限公司深圳市前海鼎城供应链管理有限公司深圳市前海尊柏资产管理有限公司深圳市美厨科技有限公司深圳市鑫雍华塑胶制品有限公司深圳市昊润金融服务有限公司深圳海汇工艺品有限公司深圳市前海玖石投资有限公司鸿迈科技集团有限公司蒙奇电子商务(深圳)有限公司深圳信宝资产管理有限公司深圳前海兆亮亿然科技有限公司天高文化投资咨询(深圳)有限公司深圳前海艾特克鞋业有限公司深圳前海源丰财富管理有限公司\\n右力生态农业产业链(深圳)有限公司深圳市渡尔教育咨询有限公司深圳市澳圳实业有限公司深圳市聚宏泰科技有限公司深圳市沛食社餐饮店深圳市知掌柜企业管理有限公司深圳市泰鼎爖餐饮管理有限公司深圳市东仪电子有限公司深圳市学以致诚教育服务有限公司深圳八秒网络技术有限公司深圳市伯利滋财富管理有限公司深圳市鸿科贝缇服饰实业有限公司深圳市雄州科技有限公司深圳市金泽生物科技有限公司深圳市新曜科技有限公司中科华海基金深圳国投资本深圳市荣兴家具有限公司\\n深圳招聘\\n当前位置：\\n深圳招聘网 > 深圳招聘信息\\nwindow.addEventListener(\\'message\\', function(event) {if (event.data && event.data.type === \\'footer-height\\') {document.querySelector(\\'#common-footer\\').setAttribute(\\'height\\', event.data.height + \\'px\\') }}, false) (function () { var imEntryScript = \\'<script crossOrigin=\"anonymous\" src=\"//concat.lietou-static.com/fe-imc-pc/v6/latest/entry.js?q=\\'.concat( Math.floor(Date.now() / 180000), \\'\"><\\\\/script>\\' ); document.write(imEntryScript); })(); { \"@context\": \"https://ziyuan.baidu.com/contexts/cambrian.jsonld\", \"appid\": \"1586030202028057\", \"@id\": \"https://www.liepin.com/city-sz/zhaopin/?scene=seo\", \"title\": \"【深圳招聘信息_深圳人才网招聘信息】-猎聘\", \"description\": \"猎聘深圳招聘信息提供真实的深圳人才招聘信息，深圳招聘信息有超过10000多高薪人才招聘信息职位任你选，找深圳招聘信息就来深圳人才网招聘信息频道。\", \"upDate\": \"2023-11-08T08:00:00\", \"data\": { \"WebPage\": { \"headline\": \"【深圳招聘信息_深圳人才网招聘信息】-猎聘\", \"pcUrl\": \"https://www.liepin.com/city-sz/zhaopin/?scene=seo\", \"wapUrl\": \"https://m.liepin.com/city-sz/zhaopin/?scene=seo\" } } } var _hmt = _hmt || []; (function () { var hm = document.createElement(\"script\"); hm.src = \"//hm.baidu.com/hm.js?a2647413544f5a04f00da7eee0d5e200\"; var s = document.getElementsByTagName(\"script\")[0]; s.parentNode.insertBefore(hm, s); })(); (function () { var bp = document.createElement(\\'script\\'); var curProtocol = window.location.protocol.split(\\':\\')[0]; if (curProtocol === \\'https\\') { bp.src = \\'https://zz.bdstatic.com/linksubmit/push.js\\'; } else { bp.src = \\'http://push.zhanzhang.baidu.com/push.js\\'; } var s = document.getElementsByTagName(\"script\")[0]; s.parentNode.insertBefore(bp, s); })(); ;(function (n, e, r, t, a, o, s, i, c, l, f, m, p, u) { o = \\'precollect\\' s = \\'getAttribute\\' i = \\'addEventListener\\' c = \\'PerformanceObserver\\' l = function (e) { f = [].slice.call(arguments) f.push(Date.now(), location.href) ;(e == o ? l.p.a : l.q).push(f) } l.q = [] l.p = { a: [] } n[a] = l m = document.createElement(\\'script\\') m.src = r + \\'?aid=\\' + t + \\'&globalName=\\' + a m.crossorigin = \\'anonymous\\' e.getElementsByTagName(\\'head\\')[0].appendChild(m) if (i in n) { l.pcErr = function (e) { e = e || n.event p = e.target || e.srcElement if (p instanceof Element || p instanceof HTMLElement) { n[a](o, \\'st\\', { tagName: p.tagName, url: p[s](\\'href\\') || p[s](\\'src\\') }) } else { n[a](o, \\'err\\', e.error || e.message) } } l.pcRej = function (e) { e = e || n.event n[a](o, \\'err\\', e.reason || (e.detail && e.detail.reason)) } n[i](\\'error\\', l.pcErr, true) n[i](\\'unhandledrejection\\', l.pcRej, true) } if (\\'PerformanceLongTaskTiming\\' in n) { u = l.pp = { entries: [] } u.observer = new PerformanceObserver(function (e) { u.entries = u.entries.concat(e.getEntries()) }) u.observer.observe({ entryTypes: [\\'longtask\\', \\'largest-contentful-paint\\', \\'layout-shift\\'] }) } })( window, document, \\'https://concat.lietou-static.com/fe-lib-pc/v6/apmplus/1.7.0/browser.cn.js\\', 0, \\'apmPlus\\' ) window.apmPlus(\\'init\\', { aid: 460715, token: \\'26ca6df079bf44f09bd002af5fdb382c\\', plugins: { ajax: false, fetch: false, pageview: true, resource: false, performance: { longtask: true } }, sample: { rules: { pageview: { enable: true, sample_rate: 0.01 }, performance: { sample_rate: 0.0005 }, performance_timing: { sample_rate: 0.0005 }, performance_longtask: { sample_rate: 0.0005 } } } }) window.apmPlus(\\'start\\')'"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.html.text"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "04d2094b",
   "metadata": {},
   "outputs": [],
   "source": [
    "r = session.post('https://api-c.liepin.com/api/com.liepin.searchfront4c.pc-search-job')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "388446b8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "200"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.status_code"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "4bf4622e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'flag': 0, 'code': '-1400', 'msg': '出错了（400）！'}"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.json()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "2a03ae6f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_12_6) AppleWebKit/603.3.8 (KHTML, like Gecko) Version/10.1.2 Safari/603.3.8', 'Accept-Encoding': 'gzip, deflate, br', 'Accept': '*/*', 'Connection': 'keep-alive', 'Cookie': 'XSRF-TOKEN=xEtjRAkyRa68HpV4HYAFDA; __gc_id=229bbebb4f4d4b86a1e0e77426e494c7', 'Content-Length': '0'}"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.request.headers"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "569eb714",
   "metadata": {},
   "source": [
    "* 无法请求到数据的原因："
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7f7c4b07",
   "metadata": {},
   "source": [
    "> 1.模拟真实用户代理  \n",
    "> 2.提供请求的参数（类比API）  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "ae9984af",
   "metadata": {},
   "outputs": [],
   "source": [
    "liepin_headers = {\n",
    "\t\"Accept\": \"application/json, text/plain, */*\",\n",
    "\t\"Accept-Encoding\": \"gzip, deflate, br\",\n",
    "\t\"Accept-Language\": \"zh-CN,zh;q=0.9\",\n",
    "\t\"Connection\": \"keep-alive\",\n",
    "\t\"Content-Length\": \"487\",\n",
    "\t\"Content-Type\": \"application/json;charset=UTF-8;\",\n",
    "\t\"Cookie\": \"XSRF-TOKEN=zIARnRM0QQaLudJk_4OBXw; __gc_id=e936feed5bd343e5a73b304fa0d4ad5f; _ga=GA1.1.504776059.1697021947; __uuid=1697021948310.51; __tlog=1697021948354.48%7C00000000%7C00000000%7C00000000%7C00000000; Hm_lvt_a2647413544f5a04f00da7eee0d5e200=1697021951; acw_tc=2760828416970219810274366e53a098388abcfc886c89f5cbf2332344893f; Hm_lpvt_a2647413544f5a04f00da7eee0d5e200=1697021975; __session_seq=4; __uv_seq=4; __tlg_event_seq=24; _ga_54YTJKWN86=GS1.1.1697021946.1.1.1697023027.0.0.0\",\n",
    "\t\"Host\": \"api-c.liepin.com\",\n",
    "\t\"Origin\": \"https://www.liepin.com\",\n",
    "\t\"Referer\": \"https://www.liepin.com/zhaopin/?currentPage=0&pageSize=40&city=050090&dq=050090&pubTime=&key=%E4%BA%A7%E5%93%81%E7%BB%8F%E7%90%86&suggestTag=&otherCity=&industry=&ckId=geq5b0qsi9umzbhn0oojbi2j8v8qu2bb&scene=condition&skId=geq5b0qsi9umzbhn0oojbi2j8v8qu2bb&fkId=geq5b0qsi9umzbhn0oojbi2j8v8qu2bb&sfrom=search_job_pc&suggestId=\",\n",
    "\t\"Sec-Fetch-Dest\": \"empty\",\n",
    "\t\"Sec-Fetch-Mode\": \"cors\",\n",
    "\t\"Sec-Fetch-Site\": \"same-site\",\n",
    "\t\"User-Agent\": \"Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/81.0.4044.122 Safari/537.36\",\n",
    "\t\"X-Client-Type\": \"web\",\n",
    "\t\"X-Fscp-Bi-Stat\": \"{\\\"location\\\": \\\"https://www.liepin.com/zhaopin/?currentPage=0&pageSize=40&city=050090&dq=050090&pubTime=&key=%E4%BA%A7%E5%93%81%E7%BB%8F%E7%90%86&suggestTag=&otherCity=&industry=&ckId=geq5b0qsi9umzbhn0oojbi2j8v8qu2bb&scene=condition&skId=geq5b0qsi9umzbhn0oojbi2j8v8qu2bb&fkId=geq5b0qsi9umzbhn0oojbi2j8v8qu2bb&sfrom=search_job_pc&suggestId=\\\"}\",\n",
    "\t\"X-Fscp-Fe-Version\": \"\",\n",
    "\t\"X-Fscp-Std-Info\": \"{\\\"client_id\\\": \\\"40108\\\"}\",\n",
    "\t\"X-Fscp-Trace-Id\": \"187c89d1-ed19-48b2-99fe-85ceeb116589\",\n",
    "\t\"X-Fscp-Version\": \"1.1\",\n",
    "\t\"X-Requested-With\": \"XMLHttpRequest\",\n",
    "\t\"X-XSRF-TOKEN\": \"zIARnRM0QQaLudJk_4OBXw\"\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "76837f09",
   "metadata": {},
   "outputs": [],
   "source": [
    "payload = {\n",
    "\t\"data\": {\n",
    "\t\t\"mainSearchPcConditionForm\": {\n",
    "\t\t\t\"city\": \"050090\",\n",
    "\t\t\t\"dq\": \"050090\",\n",
    "\t\t\t\"pubTime\": \"\",\n",
    "\t\t\t\"currentPage\": \"0\",\n",
    "\t\t\t\"pageSize\": 40,\n",
    "\t\t\t\"key\": \"产品经理\",\n",
    "\t\t\t\"suggestTag\": \"\",\n",
    "\t\t\t\"workYearCode\": \"\",\n",
    "\t\t\t\"compId\": \"\",\n",
    "\t\t\t\"compName\": \"\",\n",
    "\t\t\t\"compTag\": \"\",\n",
    "\t\t\t\"industry\": \"\",\n",
    "\t\t\t\"salary\": \"\",\n",
    "\t\t\t\"jobKind\": \"\",\n",
    "\t\t\t\"compScale\": \"\",\n",
    "\t\t\t\"compKind\": \"\",\n",
    "\t\t\t\"compStage\": \"\",\n",
    "\t\t\t\"eduLevel\": \"\"\n",
    "\t\t},\n",
    "\t\t\"passThroughForm\": {\n",
    "\t\t\t\"scene\": \"condition\",\n",
    "\t\t\t\"skId\": \"geq5b0qsi9umzbhn0oojbi2j8v8qu2bb\",\n",
    "\t\t\t\"fkId\": \"geq5b0qsi9umzbhn0oojbi2j8v8qu2bb\",\n",
    "\t\t\t\"ckId\": \"y2jy1uvl2gar8xipyemg77rijoomop78\",\n",
    "\t\t\t\"suggest\": None\n",
    "\t\t}\n",
    "\t}\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "b6878044",
   "metadata": {},
   "outputs": [],
   "source": [
    "import json\n",
    "r = session.post(\n",
    "            url = 'https://api-c.liepin.com/api/com.liepin.searchfront4c.pc-search-job',\n",
    "            data = json.dumps(payload), # POST请求带的参数\n",
    "            headers = liepin_headers    # 模拟真实用户\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "3f075691",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'flag': 1,\n",
       " 'data': {'data': {'jobCardList': [{'comp': {'compName': '中海地产',\n",
       "      'compScale': '5000-10000人',\n",
       "      'compId': 8008752,\n",
       "      'compLogo': '6152c4cc6f51835dc0c4098401u.png',\n",
       "      'compIndustry': '房地产开发经营',\n",
       "      'link': 'https://www.liepin.com/company/8008752/'},\n",
       "     'dataParams': '{\"userId\":\"3fcc5d5e7789cc2d15a835f0d3b0cd8e\",\"jobId\":\"60703563\",\"jobKind\":\"2\",\"imId\":\"7d3fa6789cde5a1567766a03c68ce883\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f8f986779c7cc70efbf36c008u.jpg\",\"recruiterName\":\"陈女士\"}',\n",
       "     'job': {'labels': ['工具产品', '计算机软件', '产品设计', '产品规划'],\n",
       "      'advViewFlag': True,\n",
       "      'jobId': '60703563',\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20231103162049',\n",
       "      'dq': '深圳',\n",
       "      'topJob': True,\n",
       "      'title': '【科技公司】BIM产品经理',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=0&skId=geq5b0qsi9umzbhn0oojbi2j8v8qu2bb&fkId=y2jy1uvl2gar8xipyemg77rijoomop78&ckId=y2jy1uvl2gar8xipyemg77rijoomop78&sfrom=search_job_pc&curPage=0&pageSize=40&index=0',\n",
       "      'requireWorkYears': '5-10年',\n",
       "      'requireEduLevel': '本科',\n",
       "      'salary': '薪资面议',\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1960703563.shtml'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': '7d3fa6789cde5a1567766a03c68ce883',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '5f8f986779c7cc70efbf36c008u.jpg',\n",
       "      'recruiterName': '陈女士',\n",
       "      'recruiterTitle': '招聘经理',\n",
       "      'recruiterId': '3fcc5d5e7789cc2d15a835f0d3b0cd8e'},\n",
       "     'dataInfo': '%7B%22scene%22%3A%22condition%22%2C%22skId%22%3A%22geq5b0qsi9umzbhn0oojbi2j8v8qu2bb%22%2C%22fkId%22%3A%22y2jy1uvl2gar8xipyemg77rijoomop78%22%2C%22jobId%22%3A%2260703563%22%2C%22ckId%22%3A%22y2jy1uvl2gar8xipyemg77rijoomop78%22%2C%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D'},\n",
       "    {'comp': {'compName': '前海兴邦金融租赁有限责任公司',\n",
       "      'compScale': '100-499人',\n",
       "      'compId': 9137518,\n",
       "      'compLogo': '5950bce770320c7ee1a5511806a.jpg',\n",
       "      'compIndustry': '银行',\n",
       "      'link': 'https://www.liepin.com/company/9137518/'},\n",
       "     'dataParams': '{\"userId\":\"682f5224fe72776cffa07540d5a21b09\",\"jobId\":\"60218903\",\"jobKind\":\"2\",\"imId\":\"3a4d6e5af4ea54c998d2351c2920e108\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f8f9865ea60860b75384fa508u.jpg\",\"recruiterName\":\"李女士\"}',\n",
       "     'job': {'labels': ['数据产品',\n",
       "       '工具产品',\n",
       "       '化学化工',\n",
       "       '数据分析',\n",
       "       '产品规划',\n",
       "       '数据挖掘',\n",
       "       '用户研究',\n",
       "       '产品设计'],\n",
       "      'advViewFlag': True,\n",
       "      'jobId': '60218903',\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230724093847',\n",
       "      'dq': '深圳-南山区',\n",
       "      'topJob': True,\n",
       "      'title': 'IT产品经理岗（数据开发方向）',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=1&skId=geq5b0qsi9umzbhn0oojbi2j8v8qu2bb&fkId=y2jy1uvl2gar8xipyemg77rijoomop78&ckId=y2jy1uvl2gar8xipyemg77rijoomop78&sfrom=search_job_pc&curPage=0&pageSize=40&index=1',\n",
       "      'requireWorkYears': '5-10年',\n",
       "      'requireEduLevel': '本科',\n",
       "      'salary': '薪资面议',\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1960218903.shtml'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': '3a4d6e5af4ea54c998d2351c2920e108',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '5f8f9865ea60860b75384fa508u.jpg',\n",
       "      'recruiterName': '李女士',\n",
       "      'recruiterTitle': 'HR',\n",
       "      'recruiterId': '682f5224fe72776cffa07540d5a21b09'},\n",
       "     'dataInfo': '%7B%22scene%22%3A%22condition%22%2C%22skId%22%3A%22geq5b0qsi9umzbhn0oojbi2j8v8qu2bb%22%2C%22fkId%22%3A%22y2jy1uvl2gar8xipyemg77rijoomop78%22%2C%22jobId%22%3A%2260218903%22%2C%22ckId%22%3A%22y2jy1uvl2gar8xipyemg77rijoomop78%22%2C%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D'},\n",
       "    {'comp': {'compName': '中石油深圳新能源研究院有限公司',\n",
       "      'compScale': '100-499人',\n",
       "      'compId': 13559807,\n",
       "      'compLogo': '65127c2197412100f7f75bc008u.png',\n",
       "      'compIndustry': '专业技术服务',\n",
       "      'link': 'https://www.liepin.com/company/13559807/'},\n",
       "     'dataParams': '{\"userId\":\"a276f1c9428cbbd6482b32c71a5ef883\",\"jobId\":\"62757747\",\"jobKind\":\"2\",\"imId\":\"ca94f48529c69593cf3b784bbdf4fe53\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f8f9866dfb13a7dee342f1808u.jpg\",\"recruiterName\":\"梁女士\"}',\n",
       "     'job': {'labels': ['策略产品', '能源/水利/环保', '新能源', '产品设计', '产品规划'],\n",
       "      'advViewFlag': True,\n",
       "      'jobId': '62757747',\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20231108085807',\n",
       "      'dq': '深圳-南山区',\n",
       "      'topJob': True,\n",
       "      'title': '新能源产品经理（研发经验）',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=2&skId=geq5b0qsi9umzbhn0oojbi2j8v8qu2bb&fkId=y2jy1uvl2gar8xipyemg77rijoomop78&ckId=y2jy1uvl2gar8xipyemg77rijoomop78&sfrom=search_job_pc&curPage=0&pageSize=40&index=2',\n",
       "      'requireWorkYears': '5-10年',\n",
       "      'requireEduLevel': '统招本科',\n",
       "      'salary': '15-35k·15薪',\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1962757747.shtml'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': 'ca94f48529c69593cf3b784bbdf4fe53',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '5f8f9866dfb13a7dee342f1808u.jpg',\n",
       "      'recruiterName': '梁女士',\n",
       "      'recruiterTitle': '人力资源经理',\n",
       "      'recruiterId': 'a276f1c9428cbbd6482b32c71a5ef883'},\n",
       "     'dataInfo': '%7B%22scene%22%3A%22condition%22%2C%22skId%22%3A%22geq5b0qsi9umzbhn0oojbi2j8v8qu2bb%22%2C%22fkId%22%3A%22y2jy1uvl2gar8xipyemg77rijoomop78%22%2C%22jobId%22%3A%2262757747%22%2C%22ckId%22%3A%22y2jy1uvl2gar8xipyemg77rijoomop78%22%2C%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D'},\n",
       "    {'comp': {'compName': '阿里巴巴集团',\n",
       "      'compScale': '10000人以上',\n",
       "      'compStage': '港股上市',\n",
       "      'compId': 1072424,\n",
       "      'compLogo': '5bfe915474719d35745acf0903a.png',\n",
       "      'compIndustry': '互联网',\n",
       "      'link': 'https://www.liepin.com/company/1072424/'},\n",
       "     'dataParams': '{\"userId\":\"d4be0c7af21e622076f4668dbe33f725\",\"jobId\":\"36908035\",\"jobKind\":\"2\",\"imId\":\"4a4ece35206ffdf578f5885b11a76839\",\"imUserType\":\"2\",\"recruiterPhoto\":\"57c4e9d345ce9f0a74a9b8cd04a.png\",\"recruiterName\":\"陈先生\"}',\n",
       "     'job': {'labels': ['数据产品', '数据挖掘', '数据分析', '产品规划'],\n",
       "      'advViewFlag': False,\n",
       "      'jobId': '36908035',\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20210311143004',\n",
       "      'dq': '深圳',\n",
       "      'topJob': False,\n",
       "      'title': 'Lazada-Data Product Manager-流量数据产品经理（深圳）',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=3&skId=geq5b0qsi9umzbhn0oojbi2j8v8qu2bb&fkId=y2jy1uvl2gar8xipyemg77rijoomop78&ckId=y2jy1uvl2gar8xipyemg77rijoomop78&sfrom=search_job_pc&curPage=0&pageSize=40&index=3',\n",
       "      'requireWorkYears': '5-10年',\n",
       "      'requireEduLevel': '学历不限',\n",
       "      'salary': '薪资面议',\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1936908035.shtml'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': '4a4ece35206ffdf578f5885b11a76839',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '57c4e9d345ce9f0a74a9b8cd04a.png',\n",
       "      'recruiterName': '陈先生',\n",
       "      'recruiterTitle': '招聘经理',\n",
       "      'recruiterId': 'd4be0c7af21e622076f4668dbe33f725'},\n",
       "     'dataInfo': '%7B%22scene%22%3A%22condition%22%2C%22skId%22%3A%22geq5b0qsi9umzbhn0oojbi2j8v8qu2bb%22%2C%22fkId%22%3A%22y2jy1uvl2gar8xipyemg77rijoomop78%22%2C%22jobId%22%3A%2236908035%22%2C%22ckId%22%3A%22y2jy1uvl2gar8xipyemg77rijoomop78%22%2C%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D'},\n",
       "    {'comp': {'compName': '中电港',\n",
       "      'compScale': '500-999人',\n",
       "      'compId': 8523053,\n",
       "      'compLogo': '5bfe9bce74719df0ac9a179703a.png',\n",
       "      'compIndustry': '电子/半导体/集成电路',\n",
       "      'link': 'https://www.liepin.com/company/8523053/'},\n",
       "     'dataParams': '{\"userId\":\"03a35b280d00a67bde30689f01e9fe19\",\"jobId\":\"44250585\",\"jobKind\":\"2\",\"imId\":\"5f8386ced4ae183262f6540bf442d9e7\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f8f9866dfb13a7dee342f1808u.jpg\",\"recruiterName\":\"郑女士\"}',\n",
       "     'job': {'labels': ['数据产品',\n",
       "       '供应链产品',\n",
       "       '电子/半导体/集成电路',\n",
       "       '电子商务',\n",
       "       '产品规划',\n",
       "       '用户研究',\n",
       "       '市场调研',\n",
       "       '竞品分析',\n",
       "       '数据分析'],\n",
       "      'advViewFlag': False,\n",
       "      'jobId': '44250585',\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20231016141158',\n",
       "      'dq': '深圳',\n",
       "      'topJob': False,\n",
       "      'title': '产品经理 PM（NXP）',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=4&skId=geq5b0qsi9umzbhn0oojbi2j8v8qu2bb&fkId=y2jy1uvl2gar8xipyemg77rijoomop78&ckId=y2jy1uvl2gar8xipyemg77rijoomop78&sfrom=search_job_pc&curPage=0&pageSize=40&index=4',\n",
       "      'requireWorkYears': '5-10年',\n",
       "      'requireEduLevel': '本科',\n",
       "      'salary': '15-20k·15薪',\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1944250585.shtml'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': '5f8386ced4ae183262f6540bf442d9e7',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '5f8f9866dfb13a7dee342f1808u.jpg',\n",
       "      'recruiterName': '郑女士',\n",
       "      'recruiterTitle': '人力资源部主管',\n",
       "      'recruiterId': '03a35b280d00a67bde30689f01e9fe19'},\n",
       "     'dataInfo': '%7B%22scene%22%3A%22condition%22%2C%22skId%22%3A%22geq5b0qsi9umzbhn0oojbi2j8v8qu2bb%22%2C%22fkId%22%3A%22y2jy1uvl2gar8xipyemg77rijoomop78%22%2C%22jobId%22%3A%2244250585%22%2C%22ckId%22%3A%22y2jy1uvl2gar8xipyemg77rijoomop78%22%2C%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D'},\n",
       "    {'comp': {'compName': '伊顿中国',\n",
       "      'compScale': '10000人以上',\n",
       "      'compId': 1069385,\n",
       "      'compLogo': '5bfe9df574719d2aa34b7b2203a.png',\n",
       "      'compIndustry': '机械/设备',\n",
       "      'link': 'https://www.liepin.com/company/1069385/'},\n",
       "     'dataParams': '{\"userId\":\"435b286bb8f76f8f51d56a5f1de4256c\",\"jobId\":\"43765787\",\"jobKind\":\"2\",\"imId\":\"1302b01334b547df3eae059a38e31609\",\"imUserType\":\"2\",\"recruiterPhoto\":\"6098fbd5919e256bc8d799fe03u.png\",\"recruiterName\":\"王女士\"}',\n",
       "     'job': {'labels': [],\n",
       "      'advViewFlag': False,\n",
       "      'jobId': '43765787',\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230821133647',\n",
       "      'dq': '深圳-宝安区',\n",
       "      'topJob': False,\n",
       "      'title': '产品经理 PLM PM',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=5&skId=geq5b0qsi9umzbhn0oojbi2j8v8qu2bb&fkId=y2jy1uvl2gar8xipyemg77rijoomop78&ckId=y2jy1uvl2gar8xipyemg77rijoomop78&sfrom=search_job_pc&curPage=0&pageSize=40&index=5',\n",
       "      'requireWorkYears': '10年以上',\n",
       "      'requireEduLevel': '本科',\n",
       "      'salary': '薪资面议',\n",
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       "    {'comp': {'compName': '某深圳大型电子/半导体/集成电路公司',\n",
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       "      'requireWorkYears': '5-10年',\n",
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       "    {'comp': {'compName': '深圳中积芯科技有限公司',\n",
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       "      'requireWorkYears': '5-10年',\n",
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       "    {'comp': {'compName': '鼎芯无限',\n",
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       "    {'comp': {'compName': '华润三九',\n",
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       "    {'comp': {'compName': '鹏源电子',\n",
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       "    {'comp': {'compName': '中印云端',\n",
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       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '本科',\n",
       "      'salary': '20-40k',\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1960775157.shtml'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': '4ef5526798483a4de37b0b202b2adc1c',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '5f8f98648dbe6273dcf8515508u.jpg',\n",
       "      'recruiterName': '朱女士',\n",
       "      'recruiterTitle': '人事',\n",
       "      'recruiterId': 'e040df2a2277bc9edfc50be1acb5a8aa'},\n",
       "     'dataInfo': '%7B%22scene%22%3A%22condition%22%2C%22skId%22%3A%22geq5b0qsi9umzbhn0oojbi2j8v8qu2bb%22%2C%22fkId%22%3A%22y2jy1uvl2gar8xipyemg77rijoomop78%22%2C%22jobId%22%3A%2260775157%22%2C%22ckId%22%3A%22y2jy1uvl2gar8xipyemg77rijoomop78%22%2C%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D'},\n",
       "    {'comp': {'compName': '某深圳计算机软件公司',\n",
       "      'compScale': '1-49人',\n",
       "      'compStage': '融资未公开',\n",
       "      'compLogo': '60e2fe0bf3df194a3c48adb502u.png',\n",
       "      'compIndustry': '计算机软件',\n",
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       "     'job': {'labels': ['电子元器件', '半导体', '电子/半导体/集成电路'],\n",
       "      'advViewFlag': False,\n",
       "      'jobId': '48634761',\n",
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       "      'topJob': False,\n",
       "      'title': '产品线经理PM 交通补贴 (154354)',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=13&skId=geq5b0qsi9umzbhn0oojbi2j8v8qu2bb&fkId=y2jy1uvl2gar8xipyemg77rijoomop78&ckId=y2jy1uvl2gar8xipyemg77rijoomop78&sfrom=search_job_pc&curPage=0&pageSize=40&index=13',\n",
       "      'requireWorkYears': '一年以下',\n",
       "      'requireEduLevel': '大专',\n",
       "      'salary': '10-15k',\n",
       "      'link': 'https://www.liepin.com/a/48634761.shtml'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': 'bf831b7e81387f4345913e3a4abf94f3',\n",
       "      'imUserType': '2',\n",
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       "      'recruiterName': '景女士',\n",
       "      'recruiterTitle': '猎头顾问',\n",
       "      'recruiterId': 'a3efebbe5476fd144c7275e0b3131c5e'},\n",
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       "    {'comp': {'compName': '深圳普瑞金生物药业股份有限公司',\n",
       "      'compScale': '100-499人',\n",
       "      'compStage': 'B轮',\n",
       "      'compId': 10006295,\n",
       "      'compLogo': '6139de220cc7f1142f1878bc04u.png',\n",
       "      'compIndustry': '生物技术',\n",
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       "     'dataParams': '{\"userId\":\"d81bff1f9c41ada84ce0a50c6d372fae\",\"jobId\":\"62668005\",\"jobKind\":\"2\",\"imId\":\"4ec812f1248209e8626cd406b14d2b76\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f8f9865ea60860b75384fa508u.jpg\",\"recruiterName\":\"胡女士\"}',\n",
       "     'job': {'labels': ['临床项目管理',\n",
       "       '临床试验',\n",
       "       'CRC',\n",
       "       'CRA',\n",
       "       '临床实施',\n",
       "       '临床Ⅰ期',\n",
       "       '临床Ⅱ期',\n",
       "       '临床Ⅲ期',\n",
       "       '医药企业',\n",
       "       'GCP认证'],\n",
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       "      'dq': '深圳-坪山区',\n",
       "      'topJob': False,\n",
       "      'title': '临床项目经理 PM',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=14&skId=geq5b0qsi9umzbhn0oojbi2j8v8qu2bb&fkId=y2jy1uvl2gar8xipyemg77rijoomop78&ckId=y2jy1uvl2gar8xipyemg77rijoomop78&sfrom=search_job_pc&curPage=0&pageSize=40&index=14',\n",
       "      'requireWorkYears': '5-10年',\n",
       "      'requireEduLevel': '本科',\n",
       "      'salary': '23-35k·15薪',\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1962668005.shtml'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': '4ec812f1248209e8626cd406b14d2b76',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '5f8f9865ea60860b75384fa508u.jpg',\n",
       "      'recruiterName': '胡女士',\n",
       "      'recruiterTitle': '高级招聘专员',\n",
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       "    {'comp': {'compName': '鹏源电子',\n",
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       "       '半导体',\n",
       "       '储能电源',\n",
       "       '光伏',\n",
       "       '光伏逆变器',\n",
       "       'PM'],\n",
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       "      'dq': '深圳-福田区',\n",
       "      'topJob': False,\n",
       "      'title': 'PM产品经理',\n",
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       "      'requireWorkYears': '3-5年',\n",
       "      'requireEduLevel': '大专',\n",
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       "      'h5OuterLink': '',\n",
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       "    {'comp': {'compName': '深圳市盈辉电子有限公司',\n",
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       "     'job': {'labels': [],\n",
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       "      'title': '产品经理PM',\n",
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       "      'requireWorkYears': '3-5年',\n",
       "      'requireEduLevel': '统招本科',\n",
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       "      'h5OuterLink': '',\n",
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       "    {'comp': {'compName': '深圳市宏旺微电子有限公司',\n",
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       "    {'comp': {'compName': '中信银行信用卡中心',\n",
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       "    {'comp': {'compName': '汇联时代',\n",
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       "      'salary': '40-60k',\n",
       "      'link': 'https://www.liepin.com/a/48626171.shtml'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'imId': '95ae3e68cbd8f03d337193710fe42056',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '5dd389a1d38a3d7423d99d5105u.jpg',\n",
       "      'recruiterName': '卓女士',\n",
       "      'recruiterTitle': '猎头顾问',\n",
       "      'recruiterId': '868304a795f24fd2578045cabdc23e35'},\n",
       "     'dataInfo': '%7B%22scene%22%3A%22condition%22%2C%22skId%22%3A%22geq5b0qsi9umzbhn0oojbi2j8v8qu2bb%22%2C%22fkId%22%3A%22y2jy1uvl2gar8xipyemg77rijoomop78%22%2C%22jobId%22%3A%2248626171%22%2C%22ckId%22%3A%22y2jy1uvl2gar8xipyemg77rijoomop78%22%2C%22jobKind%22%3A%221%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D'}],\n",
       "   'compList': []},\n",
       "  'passThroughData': {'scene': 'condition',\n",
       "   'skId': 'geq5b0qsi9umzbhn0oojbi2j8v8qu2bb',\n",
       "   'fkId': 'y2jy1uvl2gar8xipyemg77rijoomop78',\n",
       "   'ckId': 'y2jy1uvl2gar8xipyemg77rijoomop78',\n",
       "   'sfrom': 'search_job_pc'},\n",
       "  'pagination': {'totalCounts': 807,\n",
       "   'currentPage': 0,\n",
       "   'pageSize': 40,\n",
       "   'totalPage': 10,\n",
       "   'hasNext': False}}}"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "liepin_data = r.json()\n",
    "liepin_data"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fc75be62",
   "metadata": {},
   "source": [
    "* 笔记：动态页面获取关键步骤"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8b4f8801",
   "metadata": {},
   "source": [
    "> 1.如果获取不到数据，请首先做模拟用户，即模拟浏览器headers  \n",
    "> 2.检查F12 Network部分XHR中参数的信息，确保与浏览器参数一致，先保证可以获取到数据  \n",
    "> 3.在2的基础上，根据我们的数据需求优化参数数据  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "2edbd4e1",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 关于liepin核心参数的详细信息获取（帮助我们后续的分类查询）\n",
    "r = session.post(\n",
    "            url = 'https://api-c.liepin.com/api/com.liepin.searchfront4c.pc-search-job-cond-init',\n",
    "            data = json.dumps(payload), # POST请求带的参数\n",
    "            headers = liepin_headers    # 模拟真实用户\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "e0646ff5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'flag': 1,\n",
       " 'data': {'dqs': [],\n",
       "  'workExperiences': [{'code': '1', 'name': '应届生'},\n",
       "   {'code': '2', 'name': '实习生'},\n",
       "   {'code': '0$1', 'name': '1年以内'},\n",
       "   {'code': '1$3', 'name': '1-3年'},\n",
       "   {'code': '3$5', 'name': '3-5年'},\n",
       "   {'code': '5$10', 'name': '5-10年'},\n",
       "   {'code': '10$999', 'name': '10年以上'}],\n",
       "  'salaries': [{'code': '0$3', 'name': '3K以下'},\n",
       "   {'code': '3$5', 'name': '3K-5k'},\n",
       "   {'code': '5$10', 'name': '5K-10k'},\n",
       "   {'code': '10$20', 'name': '10K-20k'},\n",
       "   {'code': '20$40', 'name': '20K-40k'},\n",
       "   {'code': '40$60', 'name': '40K-60k'},\n",
       "   {'code': '60$999', 'name': '60K以上'}],\n",
       "  'jobKinds': [{'code': '1', 'name': '猎头职位'}, {'code': '2', 'name': '企业职位'}],\n",
       "  'compScales': [{'code': '010', 'name': '1-49人'},\n",
       "   {'code': '020', 'name': '50-99人'},\n",
       "   {'code': '030', 'name': '100-499人'},\n",
       "   {'code': '040', 'name': '500-999人'},\n",
       "   {'code': '050', 'name': '1000-2000人'},\n",
       "   {'code': '060', 'name': '2000-5000人'},\n",
       "   {'code': '070', 'name': '5000-10000人'},\n",
       "   {'code': '080', 'name': '10000人以上'}],\n",
       "  'industries': [{'children': [{'code': 'H01', 'name': '不限'},\n",
       "     {'code': 'H0001', 'name': '游戏'},\n",
       "     {'code': 'H0002', 'name': '电子商务'},\n",
       "     {'code': 'H0003', 'name': '新零售'},\n",
       "     {'code': 'H0004', 'name': '在线社交/媒体'},\n",
       "     {'code': 'H0005', 'name': '生活服务O2O'},\n",
       "     {'code': 'H0006', 'name': '在线教育'},\n",
       "     {'code': 'H0007', 'name': '互联网医疗'},\n",
       "     {'code': 'H0008', 'name': '云计算/大数据'},\n",
       "     {'code': 'H0009', 'name': '人工智能'},\n",
       "     {'code': 'H0010', 'name': '物联网'},\n",
       "     {'code': 'H0011', 'name': '区块链'},\n",
       "     {'code': 'H0012', 'name': '网络/信息安全'},\n",
       "     {'code': 'H0013', 'name': '计算机软件'},\n",
       "     {'code': 'H0014', 'name': '计算机硬件'},\n",
       "     {'code': 'H0015', 'name': '智能硬件'},\n",
       "     {'code': 'H0016', 'name': 'IT服务'},\n",
       "     {'code': 'H0017', 'name': '互联网'}],\n",
       "    'code': 'H01',\n",
       "    'name': 'IT/互联网/游戏'},\n",
       "   {'children': [{'code': 'H02', 'name': '不限'},\n",
       "     {'code': 'H0018', 'name': '电子/半导体/集成电路'},\n",
       "     {'code': 'H0019', 'name': '智能硬件'},\n",
       "     {'code': 'H0020', 'name': '运营商/增值服务'},\n",
       "     {'code': 'H0021', 'name': '通信设备'}],\n",
       "    'code': 'H02',\n",
       "    'name': '电子/通信/半导体'},\n",
       "   {'children': [{'code': 'H03', 'name': '不限'},\n",
       "     {'code': 'H0022', 'name': '房地产开发经营'},\n",
       "     {'code': 'H0023', 'name': '房地产租赁/中介'},\n",
       "     {'code': 'H0024', 'name': '物业/商业管理'},\n",
       "     {'code': 'H0025', 'name': '建材'},\n",
       "     {'code': 'H0026', 'name': '工程管理/勘察/监理'},\n",
       "     {'code': 'H0027', 'name': '建筑/工程设计'},\n",
       "     {'code': 'H0028', 'name': '工程施工'},\n",
       "     {'code': 'H0029', 'name': '装饰装修'}],\n",
       "    'code': 'H03',\n",
       "    'name': '房地产/建筑'},\n",
       "   {'children': [{'code': 'H04', 'name': '不限'},\n",
       "     {'code': 'H0030', 'name': '银行'},\n",
       "     {'code': 'H0031', 'name': '保险'},\n",
       "     {'code': 'H0032', 'name': '基金/证券/期货'},\n",
       "     {'code': 'H0033', 'name': '资产管理'},\n",
       "     {'code': 'H0034', 'name': '担保/拍卖/典当'},\n",
       "     {'code': 'H0035', 'name': '信托'},\n",
       "     {'code': 'H0036', 'name': '科技金融'},\n",
       "     {'code': 'H0037', 'name': '融资租赁/保理'},\n",
       "     {'code': 'H0038', 'name': '其他金融'}],\n",
       "    'code': 'H04',\n",
       "    'name': '金融'},\n",
       "   {'children': [{'code': 'H05', 'name': '不限'},\n",
       "     {'code': 'H0039', 'name': '食品/饮料/酒水'},\n",
       "     {'code': 'H0040', 'name': '日化'},\n",
       "     {'code': 'H0041', 'name': '烟草'},\n",
       "     {'code': 'H0042', 'name': '服装/纺织/皮革'},\n",
       "     {'code': 'H0043', 'name': '家具/家居'},\n",
       "     {'code': 'H0044', 'name': '家电'},\n",
       "     {'code': 'H0045', 'name': '办公用品/设备'},\n",
       "     {'code': 'H0046', 'name': '工艺品'},\n",
       "     {'code': 'H0047', 'name': '珠宝/首饰'},\n",
       "     {'code': 'H0048', 'name': '文娱用品/器材'},\n",
       "     {'code': 'H0049', 'name': '日用杂品'}],\n",
       "    'code': 'H05',\n",
       "    'name': '消费品'},\n",
       "   {'children': [{'code': 'H06', 'name': '不限'},\n",
       "     {'code': 'H0050', 'name': '制药'},\n",
       "     {'code': 'H0051', 'name': '生物技术'},\n",
       "     {'code': 'H0052', 'name': '医疗器械'},\n",
       "     {'code': 'H0053', 'name': '医疗机构'},\n",
       "     {'code': 'H0054', 'name': '医药流通'},\n",
       "     {'code': 'H0055', 'name': '医药外包'}],\n",
       "    'code': 'H06',\n",
       "    'name': '医疗健康'},\n",
       "   {'children': [{'code': 'H07', 'name': '不限'},\n",
       "     {'code': 'H0056', 'name': '汽车零部件及配件'},\n",
       "     {'code': 'H0057', 'name': '整车制造'},\n",
       "     {'code': 'H0058', 'name': '新能源汽车'},\n",
       "     {'code': 'H0059', 'name': '汽车交易/后市场'}],\n",
       "    'code': 'H07',\n",
       "    'name': '汽车'},\n",
       "   {'children': [{'code': 'H08', 'name': '不限'},\n",
       "     {'code': 'H0060', 'name': '机械/设备'},\n",
       "     {'code': 'H0061', 'name': '电气机械/器材'},\n",
       "     {'code': 'H0062', 'name': '仪器仪表'},\n",
       "     {'code': 'H0063', 'name': '轨道交通/船舶设备'},\n",
       "     {'code': 'H0064', 'name': '航空/航天设备'},\n",
       "     {'code': 'H0065', 'name': '新材料'},\n",
       "     {'code': 'H0066', 'name': '金属制品'},\n",
       "     {'code': 'H0067', 'name': '非金属矿物制品'},\n",
       "     {'code': 'H0068', 'name': '橡胶/塑料制品'},\n",
       "     {'code': 'H0069', 'name': '印刷/包装/造纸'},\n",
       "     {'code': 'H0070', 'name': '工业自动化'},\n",
       "     {'code': 'H0071', 'name': '家电'},\n",
       "     {'code': 'H0072', 'name': '家具/家居'},\n",
       "     {'code': 'H0073', 'name': '其他制造业'}],\n",
       "    'code': 'H08',\n",
       "    'name': '机械/制造'},\n",
       "   {'children': [{'code': 'H09', 'name': '不限'},\n",
       "     {'code': 'H0074', 'name': '学前教育'},\n",
       "     {'code': 'H0075', 'name': '学校教育'},\n",
       "     {'code': 'H0076', 'name': '培训服务'},\n",
       "     {'code': 'H0077', 'name': '其他教育培训'},\n",
       "     {'code': 'H0086', 'name': '学术/科研'}],\n",
       "    'code': 'H09',\n",
       "    'name': '教育培训/科研'},\n",
       "   {'children': [{'code': 'H10', 'name': '不限'},\n",
       "     {'code': 'H0078', 'name': '法律服务'},\n",
       "     {'code': 'H0079', 'name': '人力资源服务'},\n",
       "     {'code': 'H0080', 'name': '财务/审计/税务'},\n",
       "     {'code': 'H0081', 'name': '知识产权服务'},\n",
       "     {'code': 'H0082', 'name': '翻译服务'},\n",
       "     {'code': 'H0083', 'name': '咨询服务'},\n",
       "     {'code': 'H0084', 'name': '租赁业'},\n",
       "     {'code': 'H0085', 'name': '检测/认证'},\n",
       "     {'code': 'H0087', 'name': '专业技术服务'},\n",
       "     {'code': 'H0088', 'name': '科技推广服务'},\n",
       "     {'code': 'H0089', 'name': '其他商务服务业'}],\n",
       "    'code': 'H10',\n",
       "    'name': '专业服务'},\n",
       "   {'children': [{'code': 'H11', 'name': '不限'},\n",
       "     {'code': 'H0090', 'name': '广告/公关/会展'},\n",
       "     {'code': 'H0091', 'name': '广播/影视/录音'},\n",
       "     {'code': 'H0092', 'name': '新闻和出版业'},\n",
       "     {'code': 'H0093', 'name': '文化艺术业'},\n",
       "     {'code': 'H0094', 'name': '体育'}],\n",
       "    'code': 'H11',\n",
       "    'name': '广告/传媒/文化/体育'},\n",
       "   {'children': [{'code': 'H12', 'name': '不限'},\n",
       "     {'code': 'H0095', 'name': '餐饮业'},\n",
       "     {'code': 'H0096', 'name': '酒店/民宿'},\n",
       "     {'code': 'H0097', 'name': '旅游'},\n",
       "     {'code': 'H0098', 'name': '室内娱乐'},\n",
       "     {'code': 'H0099', 'name': '家政服务'},\n",
       "     {'code': 'H0100', 'name': '养老服务'},\n",
       "     {'code': 'H0101', 'name': '美容/美发/保健'},\n",
       "     {'code': 'H0102', 'name': '婚嫁/摄影'},\n",
       "     {'code': 'H0103', 'name': '宠物服务'},\n",
       "     {'code': 'H0104', 'name': '其他生活服务'}],\n",
       "    'code': 'H12',\n",
       "    'name': '生活服务'},\n",
       "   {'children': [{'code': 'H13', 'name': '不限'},\n",
       "     {'code': 'H0105', 'name': '民航/铁路/公路/水路客运'},\n",
       "     {'code': 'H0106', 'name': '货运/物流/仓储'},\n",
       "     {'code': 'H0107', 'name': '邮政/快递'},\n",
       "     {'code': 'H0108', 'name': '贸易/进出口'},\n",
       "     {'code': 'H0109', 'name': '批发/零售'}],\n",
       "    'code': 'H13',\n",
       "    'name': '交通/物流/贸易/零售'},\n",
       "   {'children': [{'code': 'H14', 'name': '不限'},\n",
       "     {'code': 'H0110', 'name': '矿产开采'},\n",
       "     {'code': 'H0111', 'name': '金属冶炼'},\n",
       "     {'code': 'H0112', 'name': '煤炭/燃料加工'},\n",
       "     {'code': 'H0113', 'name': '电力/热力/燃气/水务'},\n",
       "     {'code': 'H0114', 'name': '新能源'},\n",
       "     {'code': 'H0115', 'name': '石化'},\n",
       "     {'code': 'H0116', 'name': '化工'},\n",
       "     {'code': 'H0117', 'name': '环保'}],\n",
       "    'code': 'H14',\n",
       "    'name': '能源/化工/环保'},\n",
       "   {'children': [{'code': 'H15', 'name': '不限'},\n",
       "     {'code': 'H0118', 'name': '政府/公共事业'},\n",
       "     {'code': 'H0119', 'name': '非营利组织'},\n",
       "     {'code': 'H0120', 'name': '农/林/牧/渔'},\n",
       "     {'code': 'H0121', 'name': '其他行业'}],\n",
       "    'code': 'H15',\n",
       "    'name': '政府/非营利组织/其他'}],\n",
       "  'hotCities': [{'code': '410', 'name': '全国'},\n",
       "   {'code': '010', 'name': '北京'},\n",
       "   {'code': '020', 'name': '上海'},\n",
       "   {'code': '030', 'name': '天津'},\n",
       "   {'code': '040', 'name': '重庆'},\n",
       "   {'code': '050020', 'name': '广州'},\n",
       "   {'code': '050090', 'name': '深圳'},\n",
       "   {'code': '060080', 'name': '苏州'},\n",
       "   {'code': '060020', 'name': '南京'},\n",
       "   {'code': '070020', 'name': '杭州'},\n",
       "   {'code': '210040', 'name': '大连'},\n",
       "   {'code': '280020', 'name': '成都'},\n",
       "   {'code': '170020', 'name': '武汉'},\n",
       "   {'code': '270020', 'name': '西安'}],\n",
       "  'pubTimes': [{'code': '', 'name': '不限'},\n",
       "   {'code': '1', 'name': '一天以内'},\n",
       "   {'code': '3', 'name': '三天以内'},\n",
       "   {'code': '7', 'name': '一周以内'},\n",
       "   {'code': '30', 'name': '一个月以内'}],\n",
       "  'famousComps': [{'code': 'qua_0004', 'name': '财富中国500强'},\n",
       "   {'code': 'qua_0009', 'name': '创新企业100强'},\n",
       "   {'code': 'qua_0005', 'name': '制造业500强'},\n",
       "   {'code': 'qua_0003', 'name': '专精特新企业'},\n",
       "   {'code': 'qua_0001', 'name': '高新技术企业'},\n",
       "   {'code': 'qua_0008', 'name': '独角兽'}],\n",
       "  'educations': [{'code': '010', 'name': '博士'},\n",
       "   {'code': '020', 'name': 'MBA/EMBA'},\n",
       "   {'code': '030', 'name': '硕士'},\n",
       "   {'code': '040', 'name': '本科'},\n",
       "   {'code': '050', 'name': '大专'},\n",
       "   {'code': '060', 'name': '中专/中技'},\n",
       "   {'code': '080', 'name': '高中'},\n",
       "   {'code': '090', 'name': '初中及以下'}],\n",
       "  'financeStages': [{'code': '01', 'name': '天使轮'},\n",
       "   {'code': '02', 'name': 'A轮'},\n",
       "   {'code': '03', 'name': 'B轮'},\n",
       "   {'code': '04', 'name': 'C轮'},\n",
       "   {'code': '05', 'name': 'D轮及以上'},\n",
       "   {'code': '06', 'name': '已上市'},\n",
       "   {'code': '07', 'name': '战略融资'},\n",
       "   {'code': '08', 'name': '融资未公开'},\n",
       "   {'code': '99', 'name': '其他'}],\n",
       "  'compNatures': [{'code': '010', 'name': '外商独资·外企办事处'},\n",
       "   {'code': '020', 'name': '中外合营(合资·合作)'},\n",
       "   {'code': '030', 'name': '私营·民营企业'},\n",
       "   {'code': '040', 'name': '国有企业'},\n",
       "   {'code': '050', 'name': '国内上市公司'},\n",
       "   {'code': '060', 'name': '政府机关/非盈利机构'},\n",
       "   {'code': '070', 'name': '事业单位'},\n",
       "   {'code': '999', 'name': '其他'}]}}"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "condition = r.json()\n",
    "condition"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "a99ea4d7",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 根据数据需求优化请求参数"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "83d364a2",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "6eb38ad9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "    .dataframe tbody tr th:only-of-type {\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>dataParams</th>\n",
       "      <th>dataInfo</th>\n",
       "      <th>comp.compName</th>\n",
       "      <th>comp.compScale</th>\n",
       "      <th>comp.compId</th>\n",
       "      <th>comp.compLogo</th>\n",
       "      <th>comp.compIndustry</th>\n",
       "      <th>comp.link</th>\n",
       "      <th>job.labels</th>\n",
       "      <th>job.advViewFlag</th>\n",
       "      <th>...</th>\n",
       "      <th>job.h5OuterLink</th>\n",
       "      <th>job.link</th>\n",
       "      <th>recruiter.chatted</th>\n",
       "      <th>recruiter.imId</th>\n",
       "      <th>recruiter.imUserType</th>\n",
       "      <th>recruiter.recruiterPhoto</th>\n",
       "      <th>recruiter.recruiterName</th>\n",
       "      <th>recruiter.recruiterTitle</th>\n",
       "      <th>recruiter.recruiterId</th>\n",
       "      <th>comp.compStage</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>{\"userId\":\"3fcc5d5e7789cc2d15a835f0d3b0cd8e\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>中海地产</td>\n",
       "      <td>5000-10000人</td>\n",
       "      <td>8008752.0</td>\n",
       "      <td>6152c4cc6f51835dc0c4098401u.png</td>\n",
       "      <td>房地产开发经营</td>\n",
       "      <td>https://www.liepin.com/company/8008752/</td>\n",
       "      <td>[工具产品, 计算机软件, 产品设计, 产品规划]</td>\n",
       "      <td>True</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1960703563.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>7d3fa6789cde5a1567766a03c68ce883</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f986779c7cc70efbf36c008u.jpg</td>\n",
       "      <td>陈女士</td>\n",
       "      <td>招聘经理</td>\n",
       "      <td>3fcc5d5e7789cc2d15a835f0d3b0cd8e</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>{\"userId\":\"682f5224fe72776cffa07540d5a21b09\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>前海兴邦金融租赁有限责任公司</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>9137518.0</td>\n",
       "      <td>5950bce770320c7ee1a5511806a.jpg</td>\n",
       "      <td>银行</td>\n",
       "      <td>https://www.liepin.com/company/9137518/</td>\n",
       "      <td>[数据产品, 工具产品, 化学化工, 数据分析, 产品规划, 数据挖掘, 用户研究, 产品设计]</td>\n",
       "      <td>True</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1960218903.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>3a4d6e5af4ea54c998d2351c2920e108</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>李女士</td>\n",
       "      <td>HR</td>\n",
       "      <td>682f5224fe72776cffa07540d5a21b09</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>{\"userId\":\"a276f1c9428cbbd6482b32c71a5ef883\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>中石油深圳新能源研究院有限公司</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>13559807.0</td>\n",
       "      <td>65127c2197412100f7f75bc008u.png</td>\n",
       "      <td>专业技术服务</td>\n",
       "      <td>https://www.liepin.com/company/13559807/</td>\n",
       "      <td>[策略产品, 能源/水利/环保, 新能源, 产品设计, 产品规划]</td>\n",
       "      <td>True</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1962757747.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>ca94f48529c69593cf3b784bbdf4fe53</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n",
       "      <td>梁女士</td>\n",
       "      <td>人力资源经理</td>\n",
       "      <td>a276f1c9428cbbd6482b32c71a5ef883</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>{\"userId\":\"d4be0c7af21e622076f4668dbe33f725\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>阿里巴巴集团</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>1072424.0</td>\n",
       "      <td>5bfe915474719d35745acf0903a.png</td>\n",
       "      <td>互联网</td>\n",
       "      <td>https://www.liepin.com/company/1072424/</td>\n",
       "      <td>[数据产品, 数据挖掘, 数据分析, 产品规划]</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1936908035.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>4a4ece35206ffdf578f5885b11a76839</td>\n",
       "      <td>2</td>\n",
       "      <td>57c4e9d345ce9f0a74a9b8cd04a.png</td>\n",
       "      <td>陈先生</td>\n",
       "      <td>招聘经理</td>\n",
       "      <td>d4be0c7af21e622076f4668dbe33f725</td>\n",
       "      <td>港股上市</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>{\"userId\":\"03a35b280d00a67bde30689f01e9fe19\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>中电港</td>\n",
       "      <td>500-999人</td>\n",
       "      <td>8523053.0</td>\n",
       "      <td>5bfe9bce74719df0ac9a179703a.png</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>https://www.liepin.com/company/8523053/</td>\n",
       "      <td>[数据产品, 供应链产品, 电子/半导体/集成电路, 电子商务, 产品规划, 用户研究, 市...</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1944250585.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8386ced4ae183262f6540bf442d9e7</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n",
       "      <td>郑女士</td>\n",
       "      <td>人力资源部主管</td>\n",
       "      <td>03a35b280d00a67bde30689f01e9fe19</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>{\"userId\":\"435b286bb8f76f8f51d56a5f1de4256c\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>伊顿中国</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>1069385.0</td>\n",
       "      <td>5bfe9df574719d2aa34b7b2203a.png</td>\n",
       "      <td>机械/设备</td>\n",
       "      <td>https://www.liepin.com/company/1069385/</td>\n",
       "      <td>[]</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1943765787.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>1302b01334b547df3eae059a38e31609</td>\n",
       "      <td>2</td>\n",
       "      <td>6098fbd5919e256bc8d799fe03u.png</td>\n",
       "      <td>王女士</td>\n",
       "      <td>Talent Acquisition</td>\n",
       "      <td>435b286bb8f76f8f51d56a5f1de4256c</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>{\"userId\":\"8a9f7420efe1111fa9891526b34c6c2a\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>某深圳大型电子/半导体/集成电路公司</td>\n",
       "      <td>500-999人</td>\n",
       "      <td>NaN</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td></td>\n",
       "      <td>[功率器件]</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>https://www.liepin.com/a/49967313.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>f6dc9ce90b0921a49ccf3dc45f6d7696</td>\n",
       "      <td>2</td>\n",
       "      <td>5db1849947b2f02171adf34907u.jpg</td>\n",
       "      <td>万先生</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>8a9f7420efe1111fa9891526b34c6c2a</td>\n",
       "      <td>A轮</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>{\"userId\":\"49456bf7c47ad70d219291c49e5b9314\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>深圳中积芯科技有限公司</td>\n",
       "      <td>1-49人</td>\n",
       "      <td>13629967.0</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>https://www.liepin.com/company/13629967/</td>\n",
       "      <td>[产品规划, 市场调研, 用户研究, 电子商务]</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1961924043.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>b736db3b42e0395a5ffa3c8d56bb2e9d</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>洪女士</td>\n",
       "      <td>助理总经理/总助(高管级)</td>\n",
       "      <td>49456bf7c47ad70d219291c49e5b9314</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>{\"userId\":\"0bf0722094c925ae8c9f9862da3ad695\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>鼎芯无限</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>6145394.0</td>\n",
       "      <td>5fc72c10ddcaaa231891b6af08u.png</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>https://www.liepin.com/company/6145394/</td>\n",
       "      <td>[产品经理, 市场开拓, MOS, 尚阳通, 功率器件, 原厂]</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1962635529.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>c7641a69cf38dca278f5885b11a76839</td>\n",
       "      <td>2</td>\n",
       "      <td>620b0b321cd3cd37445a7c6301u.png</td>\n",
       "      <td>李女士</td>\n",
       "      <td>人力资源经理</td>\n",
       "      <td>0bf0722094c925ae8c9f9862da3ad695</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>{\"userId\":\"e287506303bcdafdc4f9b037d3eb6f94\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>华润三九</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>3441408.0</td>\n",
       "      <td>618df9bfa4c5831c43630e5705u.png</td>\n",
       "      <td>制药</td>\n",
       "      <td>https://www.liepin.com/company/3441408/</td>\n",
       "      <td>[]</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1962477485.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>cb1dd2f62c1ce80ad02b94a21a70f1cd</td>\n",
       "      <td>2</td>\n",
       "      <td>5afa74d88e509b07de06cd0904a.jpg</td>\n",
       "      <td>魏女士</td>\n",
       "      <td>招聘经理</td>\n",
       "      <td>e287506303bcdafdc4f9b037d3eb6f94</td>\n",
       "      <td>沪深A股上市</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>{\"userId\":\"0f490e3b52d7b4d209f146570e06808e\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>鹏源电子</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>8921762.0</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>https://www.liepin.com/company/8921762/</td>\n",
       "      <td>[]</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1957342597.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>073e7f3d615fbf4744028f553778c6e1</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n",
       "      <td>郑女士</td>\n",
       "      <td>招聘主管</td>\n",
       "      <td>0f490e3b52d7b4d209f146570e06808e</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>{\"userId\":\"3ed0a57b953381ec00fd95f949e1e587\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>深圳市华信科科技有限公司</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>12148501.0</td>\n",
       "      <td>5f6bf74a79c7cc70efb0449807u.png</td>\n",
       "      <td>贸易/进出口</td>\n",
       "      <td>https://www.liepin.com/company/12148501/</td>\n",
       "      <td>[电子/半导体/集成电路]</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1959037701.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>c2a7b3c534d4f3e28d1ff84e0a6c6898</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>王女士</td>\n",
       "      <td>招聘主管</td>\n",
       "      <td>3ed0a57b953381ec00fd95f949e1e587</td>\n",
       "      <td>战略投资</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>{\"userId\":\"e040df2a2277bc9edfc50be1acb5a8aa\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>中印云端</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>12260991.0</td>\n",
       "      <td>61d5701e9c49ff7ec564562301u.png</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>https://www.liepin.com/company/12260991/</td>\n",
       "      <td>[模拟电源, PM, 产品经理, 二极管, 元器件]</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1960775157.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>4ef5526798483a4de37b0b202b2adc1c</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>朱女士</td>\n",
       "      <td>人事</td>\n",
       "      <td>e040df2a2277bc9edfc50be1acb5a8aa</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>{\"userId\":\"a3efebbe5476fd144c7275e0b3131c5e\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>某深圳计算机软件公司</td>\n",
       "      <td>1-49人</td>\n",
       "      <td>NaN</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>计算机软件</td>\n",
       "      <td></td>\n",
       "      <td>[电子元器件, 半导体, 电子/半导体/集成电路]</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>https://www.liepin.com/a/48634761.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>bf831b7e81387f4345913e3a4abf94f3</td>\n",
       "      <td>2</td>\n",
       "      <td>6305cf61b77e512ba9da292908u.png</td>\n",
       "      <td>景女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>a3efebbe5476fd144c7275e0b3131c5e</td>\n",
       "      <td>融资未公开</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>{\"userId\":\"d81bff1f9c41ada84ce0a50c6d372fae\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>深圳普瑞金生物药业股份有限公司</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>10006295.0</td>\n",
       "      <td>6139de220cc7f1142f1878bc04u.png</td>\n",
       "      <td>生物技术</td>\n",
       "      <td>https://www.liepin.com/company/10006295/</td>\n",
       "      <td>[临床项目管理, 临床试验, CRC, CRA, 临床实施, 临床Ⅰ期, 临床Ⅱ期, 临床Ⅲ...</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1962668005.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>4ec812f1248209e8626cd406b14d2b76</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>胡女士</td>\n",
       "      <td>高级招聘专员</td>\n",
       "      <td>d81bff1f9c41ada84ce0a50c6d372fae</td>\n",
       "      <td>B轮</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>{\"userId\":\"0f490e3b52d7b4d209f146570e06808e\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>鹏源电子</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>8921762.0</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>https://www.liepin.com/company/8921762/</td>\n",
       "      <td>[产品线, 功率器件, 电子/半导体/集成电路, 半导体, 储能电源, 光伏, 光伏逆变器,...</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1959431759.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>073e7f3d615fbf4744028f553778c6e1</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n",
       "      <td>郑女士</td>\n",
       "      <td>招聘主管</td>\n",
       "      <td>0f490e3b52d7b4d209f146570e06808e</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>{\"userId\":\"dd0950349f402d2194eb8148a132ff22\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>深圳市盈辉电子有限公司</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>9579944.0</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>https://www.liepin.com/company/9579944/</td>\n",
       "      <td>[]</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1947307987.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>784c2b987245e47cc3598071a0e218f7</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f986c79c7cc70efbf36c808u.jpg</td>\n",
       "      <td>杨先生</td>\n",
       "      <td>HR</td>\n",
       "      <td>dd0950349f402d2194eb8148a132ff22</td>\n",
       "      <td>融资未公开</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>{\"userId\":\"784ac3ccc4474b6f71a2c9fecf9f2948\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>深圳市宏旺微电子有限公司</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>10016683.0</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>https://www.liepin.com/company/10016683/</td>\n",
       "      <td>[产品规划, 运营管理]</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1938687185.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>361ab007f8a1697171de52c3bc0b6279</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>张女士</td>\n",
       "      <td>HR</td>\n",
       "      <td>784ac3ccc4474b6f71a2c9fecf9f2948</td>\n",
       "      <td>战略投资</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>{\"userId\":\"f5baa63b70999ea21bbb9ece786c9c4a\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>中信银行信用卡中心</td>\n",
       "      <td>5000-10000人</td>\n",
       "      <td>6409805.0</td>\n",
       "      <td>5d4b8b40cd394174d097380c03u.png</td>\n",
       "      <td>银行</td>\n",
       "      <td>https://www.liepin.com/company/6409805/</td>\n",
       "      <td>[营销策划, 客户管理, 消费品, 金融业, 制造业]</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1957550941.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>6d356058563a25376042c177f0a1d2b1</td>\n",
       "      <td>2</td>\n",
       "      <td>5d4b8c2f81fb1a0d6f6ab53a03u.png</td>\n",
       "      <td>蓝女士</td>\n",
       "      <td>招聘</td>\n",
       "      <td>f5baa63b70999ea21bbb9ece786c9c4a</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>{\"userId\":\"19a6e5b1e5bb85447b4adaffe3e15101\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>汇联时代</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>9450692.0</td>\n",
       "      <td>5fc5f65f0757911709487ea406u.png</td>\n",
       "      <td>通信设备</td>\n",
       "      <td>https://www.liepin.com/company/9450692/</td>\n",
       "      <td>[硬件行业, 合同管理, 保险业, 医疗险, 客户管理]</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1958710945.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>a666c448297bdb51485f40b921d561e1</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f9863f6d1ab58476f246a08u.jpg</td>\n",
       "      <td>吴女士</td>\n",
       "      <td>人力行政总监</td>\n",
       "      <td>19a6e5b1e5bb85447b4adaffe3e15101</td>\n",
       "      <td>融资未公开</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>{\"userId\":\"997ac596617df43a6fc5e5a3185cdff3\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>雅全电子</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>9443633.0</td>\n",
       "      <td>62fc973a9e4c1713c988b8b103u.jpg</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>https://www.liepin.com/company/9443633/</td>\n",
       "      <td>[数据产品, 电子/半导体/集成电路, 市场调研, 产品规划, 数据分析]</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1954319281.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>4d26494c54a77d5333f1d87ff4815723</td>\n",
       "      <td>2</td>\n",
       "      <td>62fc9cee804e287457021c6403u.png</td>\n",
       "      <td>卢女士</td>\n",
       "      <td>HR</td>\n",
       "      <td>997ac596617df43a6fc5e5a3185cdff3</td>\n",
       "      <td>融资未公开</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>{\"userId\":\"dacd6a5aa3f238c18b38d6f56093b2cd\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>深圳市粤吉电子有限公司</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>13115993.0</td>\n",
       "      <td>61a0c0e51bd4fb704ea367f707u.jpg</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>https://www.liepin.com/company/13115993/</td>\n",
       "      <td>[]</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1947135639.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>87308f241fde688761a8485668ee84be</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f986779c7cc70efbf36c008u.jpg</td>\n",
       "      <td>张女士</td>\n",
       "      <td>人事</td>\n",
       "      <td>dacd6a5aa3f238c18b38d6f56093b2cd</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>{\"userId\":\"c2a37beb635ce04c1a47493faf33028d\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>深圳市亿诚伟业电子有限公司</td>\n",
       "      <td>1-49人</td>\n",
       "      <td>12157595.0</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>批发/零售</td>\n",
       "      <td>https://www.liepin.com/company/12157595/</td>\n",
       "      <td>[]</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1960604499.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>3665e3a34b0ddcc0af3ffeaad667fde0</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f986779c7cc70efbf36c008u.jpg</td>\n",
       "      <td>郑女士</td>\n",
       "      <td>行政专员</td>\n",
       "      <td>c2a37beb635ce04c1a47493faf33028d</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>{\"userId\":\"a58562f9e895113a96b14984e4c3aac6\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>道径电子</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>8028167.0</td>\n",
       "      <td>5bfea08974719d2aa34bfb9303a.png</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>https://www.liepin.com/company/8028167/</td>\n",
       "      <td>[电子/半导体/集成电路, 市场调研, 团队管理]</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1955750935.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>63f83a66035b4f9686da8f3a9139f92c</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n",
       "      <td>余女士</td>\n",
       "      <td>人力资源经理</td>\n",
       "      <td>a58562f9e895113a96b14984e4c3aac6</td>\n",
       "      <td>融资未公开</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>{\"userId\":\"6bd83db4d420cd80a3b249221be97dc4\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>深圳市宣盈科技有限公司</td>\n",
       "      <td>1-49人</td>\n",
       "      <td>13391655.0</td>\n",
       "      <td>619fea551bd4fb704e8f5f9304u.jpg</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>https://www.liepin.com/company/13391655/</td>\n",
       "      <td>[to C, 产品规划, 团队管理]</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1957179331.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>27fdfc91f6dc9809b64be310238bddad</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f9863f6d1ab58476f246a08u.jpg</td>\n",
       "      <td>黄女士</td>\n",
       "      <td>人事</td>\n",
       "      <td>6bd83db4d420cd80a3b249221be97dc4</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>{\"userId\":\"1185646b724f9912c393eccc5f8b43d1\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>深圳市高维智创科技有限公司</td>\n",
       "      <td>1-49人</td>\n",
       "      <td>12830957.0</td>\n",
       "      <td>60eeb62a5f5b8a6b840f236a08u.png</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>https://www.liepin.com/company/12830957/</td>\n",
       "      <td>[客户端产品, 电子/半导体/集成电路, 用户研究]</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1956533879.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>0a4f64b46432b033a88090c0f9b26513</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n",
       "      <td>刘女士</td>\n",
       "      <td>商务专员</td>\n",
       "      <td>1185646b724f9912c393eccc5f8b43d1</td>\n",
       "      <td>其他</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>{\"userId\":\"0aaf12c3920d87ef7f7b7bd87cdb3da1\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>时创意</td>\n",
       "      <td>500-999人</td>\n",
       "      <td>9380417.0</td>\n",
       "      <td>62f0797b15eb376a3a12dbd808u.png</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>https://www.liepin.com/company/9380417/</td>\n",
       "      <td>[]</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1962780357.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>eedada99e7382a1a54f897cc91b0c405</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f986779c7cc70efbf36c008u.jpg</td>\n",
       "      <td>张女士</td>\n",
       "      <td>招聘专员</td>\n",
       "      <td>0aaf12c3920d87ef7f7b7bd87cdb3da1</td>\n",
       "      <td>战略投资</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>{\"userId\":\"a0da1cb593ca6bc5d61b571ad5b1ef55\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>某深圳电子/半导体/集成电路公司</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>NaN</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td></td>\n",
       "      <td>[电子产品及配件, 市场调研, 需求调研, 需求分析, 用户研究]</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>https://www.liepin.com/a/50602057.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>b17010b9178f93c9d6536557a2c53778</td>\n",
       "      <td>2</td>\n",
       "      <td>618e2b490eb0415e1ec0a6a706u.png</td>\n",
       "      <td>任女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>a0da1cb593ca6bc5d61b571ad5b1ef55</td>\n",
       "      <td>融资未公开</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>{\"userId\":\"676976ba8ba9ecb043ed27b6aa9920aa\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>深圳市凯新达电子有限公司</td>\n",
       "      <td>500-999人</td>\n",
       "      <td>7987788.0</td>\n",
       "      <td>620df5b4852ef53f0fc5b9d801u.png</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>https://www.liepin.com/company/7987788/</td>\n",
       "      <td>[PM产品经理]</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1955751165.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>74529eb458bb0f3c244e08c53f86302f</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>牟女士</td>\n",
       "      <td></td>\n",
       "      <td>676976ba8ba9ecb043ed27b6aa9920aa</td>\n",
       "      <td>融资未公开</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>{\"userId\":\"ac4610185d6c0a8468cfa4bf383ca6e0\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>深圳市威晟达科技有限公司</td>\n",
       "      <td>1-49人</td>\n",
       "      <td>12397633.0</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>https://www.liepin.com/company/12397633/</td>\n",
       "      <td>[TO B , 传感器芯片, ，消费类电子]</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1962423657.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>10dcebc2c4e87aedc113e61f65e6c038</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>吴女士</td>\n",
       "      <td>HR</td>\n",
       "      <td>ac4610185d6c0a8468cfa4bf383ca6e0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>{\"userId\":\"f8eab0e8ce9457acb13de5af5ca228eb\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>华芯控股</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>10044915.0</td>\n",
       "      <td>6414141a471b9d0d5fff49f703u.png</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>https://www.liepin.com/company/10044915/</td>\n",
       "      <td>[]</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1962102371.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>f01bd5ec019a068d99eeb040770b0b48</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f9863f6d1ab58476f246a08u.jpg</td>\n",
       "      <td>董女士</td>\n",
       "      <td>HRD</td>\n",
       "      <td>f8eab0e8ce9457acb13de5af5ca228eb</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>{\"userId\":\"f8eab0e8ce9457acb13de5af5ca228eb\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>华芯控股</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>10044915.0</td>\n",
       "      <td>6414141a471b9d0d5fff49f703u.png</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>https://www.liepin.com/company/10044915/</td>\n",
       "      <td>[市场策划, 市场推广, 广告/传媒/文化]</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1962395833.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>f01bd5ec019a068d99eeb040770b0b48</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f9863f6d1ab58476f246a08u.jpg</td>\n",
       "      <td>董女士</td>\n",
       "      <td>HRD</td>\n",
       "      <td>f8eab0e8ce9457acb13de5af5ca228eb</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>{\"userId\":\"536827c2c697d609f810b517e6edb438\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>深圳市天河星供应链有限公司</td>\n",
       "      <td>500-999人</td>\n",
       "      <td>13588741.0</td>\n",
       "      <td>64a61cbb4beb94129c59f04c01u.png</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>https://www.liepin.com/company/13588741/</td>\n",
       "      <td>[元器件产品经理, PM, 二三极管, MOS管]</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1959576335.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>d636d1b63f2cb5bbe4ebb60240f6ac35</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>罗女士</td>\n",
       "      <td>无</td>\n",
       "      <td>536827c2c697d609f810b517e6edb438</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>{\"userId\":\"59155e63732ffa0eb9903f0bd7b26bb3\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>深圳市汇芯微电子有限公司</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>8444719.0</td>\n",
       "      <td>63f4970e3ee568020853bf4708u.png</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>https://www.liepin.com/company/8444719/</td>\n",
       "      <td>[]</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1953733605.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>6044cbd70b5f5c7ad3bb4520db770433</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f986779c7cc70efbf36c008u.jpg</td>\n",
       "      <td>张女士</td>\n",
       "      <td>总经理</td>\n",
       "      <td>59155e63732ffa0eb9903f0bd7b26bb3</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>{\"userId\":\"23b668b7ef4cec0daa4401da99b69788\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>深圳市富临通实业股份有限公司</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>9329168.0</td>\n",
       "      <td>5bfe93da74719d9f609ab36d03a.png</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>https://www.liepin.com/company/9329168/</td>\n",
       "      <td>[电子/半导体/集成电路]</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1945491147.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>f3f2d41ee0fe321eaaa70b13e477f173</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>吴女士</td>\n",
       "      <td>人事主管</td>\n",
       "      <td>23b668b7ef4cec0daa4401da99b69788</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>{\"userId\":\"ccdad52c2bbc660a07efab5c7119dcac\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>联和存储科技(江苏)有限公司</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>13146105.0</td>\n",
       "      <td>62f463c85732892a6615046607u.png</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>https://www.liepin.com/company/13146105/</td>\n",
       "      <td>[电子/半导体/集成电路, 产品规划, 需求分析, 用户研究, 市场调研, 数据分析, 存储...</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1958727339.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>f2bc966edf87465727604c803496f761</td>\n",
       "      <td>2</td>\n",
       "      <td>64edb1871913aa27489a503a05u.png</td>\n",
       "      <td>王女士</td>\n",
       "      <td>HR</td>\n",
       "      <td>ccdad52c2bbc660a07efab5c7119dcac</td>\n",
       "      <td>A轮</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>{\"userId\":\"a8445903f0fb18f01520428056e78ca6\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>PAWPAW</td>\n",
       "      <td>1-49人</td>\n",
       "      <td>9300491.0</td>\n",
       "      <td>61dd3ac4fc9a4b46dbcc015d07u.jpg</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>https://www.liepin.com/company/9300491/</td>\n",
       "      <td>[客户管理, 市场洞察, 产品经理培训, 芯片, 团队管理, 拓展培训]</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1958303541.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>350246ccda0003d6d1ea97c874ac4d62</td>\n",
       "      <td>2</td>\n",
       "      <td>60dacd97e1f1874dc90b3ae306u.jpg</td>\n",
       "      <td>杨女士</td>\n",
       "      <td>创始人</td>\n",
       "      <td>a8445903f0fb18f01520428056e78ca6</td>\n",
       "      <td>融资未公开</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>{\"userId\":\"52be55999a50b40736a50a9ea24271e0\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>某深圳大型电子/半导体/集成电路公司</td>\n",
       "      <td>500-999人</td>\n",
       "      <td>NaN</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td></td>\n",
       "      <td>[]</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>https://www.liepin.com/a/49219315.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>61e866c715465a7d2980490a0cdf2257</td>\n",
       "      <td>2</td>\n",
       "      <td>5fb46a5e4e19660289e02e8004u.jpg</td>\n",
       "      <td>金女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>52be55999a50b40736a50a9ea24271e0</td>\n",
       "      <td>A轮</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>{\"userId\":\"040fb0f423490892184c70bb77110c0f\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>智楠半导体</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>9630695.0</td>\n",
       "      <td>627b816f4924691322d3f19108u.png</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>https://www.liepin.com/company/9630695/</td>\n",
       "      <td>[市场推广, 品牌推广, 市场调研分析, 市场策划]</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/job/1944818711.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>478ffe875d5ad1b19ccf3dc45f6d7696</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f9868f6d1ab58476f24a008u.jpg</td>\n",
       "      <td>何先生</td>\n",
       "      <td>HR</td>\n",
       "      <td>040fb0f423490892184c70bb77110c0f</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>{\"userId\":\"868304a795f24fd2578045cabdc23e35\",\"...</td>\n",
       "      <td>%7B%22scene%22%3A%22condition%22%2C%22skId%22%...</td>\n",
       "      <td>某知名公司</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>NaN</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>医疗健康</td>\n",
       "      <td></td>\n",
       "      <td>[电子/半导体/集成电路, 产品规划, 团队管理, 产品优化]</td>\n",
       "      <td>False</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>https://www.liepin.com/a/48626171.shtml</td>\n",
       "      <td>False</td>\n",
       "      <td>95ae3e68cbd8f03d337193710fe42056</td>\n",
       "      <td>2</td>\n",
       "      <td>5dd389a1d38a3d7423d99d5105u.jpg</td>\n",
       "      <td>卓女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>868304a795f24fd2578045cabdc23e35</td>\n",
       "      <td>融资未公开</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>40 rows × 31 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                           dataParams  \\\n",
       "0   {\"userId\":\"3fcc5d5e7789cc2d15a835f0d3b0cd8e\",\"...   \n",
       "1   {\"userId\":\"682f5224fe72776cffa07540d5a21b09\",\"...   \n",
       "2   {\"userId\":\"a276f1c9428cbbd6482b32c71a5ef883\",\"...   \n",
       "3   {\"userId\":\"d4be0c7af21e622076f4668dbe33f725\",\"...   \n",
       "4   {\"userId\":\"03a35b280d00a67bde30689f01e9fe19\",\"...   \n",
       "5   {\"userId\":\"435b286bb8f76f8f51d56a5f1de4256c\",\"...   \n",
       "6   {\"userId\":\"8a9f7420efe1111fa9891526b34c6c2a\",\"...   \n",
       "7   {\"userId\":\"49456bf7c47ad70d219291c49e5b9314\",\"...   \n",
       "8   {\"userId\":\"0bf0722094c925ae8c9f9862da3ad695\",\"...   \n",
       "9   {\"userId\":\"e287506303bcdafdc4f9b037d3eb6f94\",\"...   \n",
       "10  {\"userId\":\"0f490e3b52d7b4d209f146570e06808e\",\"...   \n",
       "11  {\"userId\":\"3ed0a57b953381ec00fd95f949e1e587\",\"...   \n",
       "12  {\"userId\":\"e040df2a2277bc9edfc50be1acb5a8aa\",\"...   \n",
       "13  {\"userId\":\"a3efebbe5476fd144c7275e0b3131c5e\",\"...   \n",
       "14  {\"userId\":\"d81bff1f9c41ada84ce0a50c6d372fae\",\"...   \n",
       "15  {\"userId\":\"0f490e3b52d7b4d209f146570e06808e\",\"...   \n",
       "16  {\"userId\":\"dd0950349f402d2194eb8148a132ff22\",\"...   \n",
       "17  {\"userId\":\"784ac3ccc4474b6f71a2c9fecf9f2948\",\"...   \n",
       "18  {\"userId\":\"f5baa63b70999ea21bbb9ece786c9c4a\",\"...   \n",
       "19  {\"userId\":\"19a6e5b1e5bb85447b4adaffe3e15101\",\"...   \n",
       "20  {\"userId\":\"997ac596617df43a6fc5e5a3185cdff3\",\"...   \n",
       "21  {\"userId\":\"dacd6a5aa3f238c18b38d6f56093b2cd\",\"...   \n",
       "22  {\"userId\":\"c2a37beb635ce04c1a47493faf33028d\",\"...   \n",
       "23  {\"userId\":\"a58562f9e895113a96b14984e4c3aac6\",\"...   \n",
       "24  {\"userId\":\"6bd83db4d420cd80a3b249221be97dc4\",\"...   \n",
       "25  {\"userId\":\"1185646b724f9912c393eccc5f8b43d1\",\"...   \n",
       "26  {\"userId\":\"0aaf12c3920d87ef7f7b7bd87cdb3da1\",\"...   \n",
       "27  {\"userId\":\"a0da1cb593ca6bc5d61b571ad5b1ef55\",\"...   \n",
       "28  {\"userId\":\"676976ba8ba9ecb043ed27b6aa9920aa\",\"...   \n",
       "29  {\"userId\":\"ac4610185d6c0a8468cfa4bf383ca6e0\",\"...   \n",
       "30  {\"userId\":\"f8eab0e8ce9457acb13de5af5ca228eb\",\"...   \n",
       "31  {\"userId\":\"f8eab0e8ce9457acb13de5af5ca228eb\",\"...   \n",
       "32  {\"userId\":\"536827c2c697d609f810b517e6edb438\",\"...   \n",
       "33  {\"userId\":\"59155e63732ffa0eb9903f0bd7b26bb3\",\"...   \n",
       "34  {\"userId\":\"23b668b7ef4cec0daa4401da99b69788\",\"...   \n",
       "35  {\"userId\":\"ccdad52c2bbc660a07efab5c7119dcac\",\"...   \n",
       "36  {\"userId\":\"a8445903f0fb18f01520428056e78ca6\",\"...   \n",
       "37  {\"userId\":\"52be55999a50b40736a50a9ea24271e0\",\"...   \n",
       "38  {\"userId\":\"040fb0f423490892184c70bb77110c0f\",\"...   \n",
       "39  {\"userId\":\"868304a795f24fd2578045cabdc23e35\",\"...   \n",
       "\n",
       "                                             dataInfo       comp.compName  \\\n",
       "0   %7B%22scene%22%3A%22condition%22%2C%22skId%22%...                中海地产   \n",
       "1   %7B%22scene%22%3A%22condition%22%2C%22skId%22%...      前海兴邦金融租赁有限责任公司   \n",
       "2   %7B%22scene%22%3A%22condition%22%2C%22skId%22%...     中石油深圳新能源研究院有限公司   \n",
       "3   %7B%22scene%22%3A%22condition%22%2C%22skId%22%...              阿里巴巴集团   \n",
       "4   %7B%22scene%22%3A%22condition%22%2C%22skId%22%...                 中电港   \n",
       "5   %7B%22scene%22%3A%22condition%22%2C%22skId%22%...                伊顿中国   \n",
       "6   %7B%22scene%22%3A%22condition%22%2C%22skId%22%...  某深圳大型电子/半导体/集成电路公司   \n",
       "7   %7B%22scene%22%3A%22condition%22%2C%22skId%22%...         深圳中积芯科技有限公司   \n",
       "8   %7B%22scene%22%3A%22condition%22%2C%22skId%22%...                鼎芯无限   \n",
       "9   %7B%22scene%22%3A%22condition%22%2C%22skId%22%...                华润三九   \n",
       "10  %7B%22scene%22%3A%22condition%22%2C%22skId%22%...                鹏源电子   \n",
       "11  %7B%22scene%22%3A%22condition%22%2C%22skId%22%...        深圳市华信科科技有限公司   \n",
       "12  %7B%22scene%22%3A%22condition%22%2C%22skId%22%...                中印云端   \n",
       "13  %7B%22scene%22%3A%22condition%22%2C%22skId%22%...          某深圳计算机软件公司   \n",
       "14  %7B%22scene%22%3A%22condition%22%2C%22skId%22%...     深圳普瑞金生物药业股份有限公司   \n",
       "15  %7B%22scene%22%3A%22condition%22%2C%22skId%22%...                鹏源电子   \n",
       "16  %7B%22scene%22%3A%22condition%22%2C%22skId%22%...         深圳市盈辉电子有限公司   \n",
       "17  %7B%22scene%22%3A%22condition%22%2C%22skId%22%...        深圳市宏旺微电子有限公司   \n",
       "18  %7B%22scene%22%3A%22condition%22%2C%22skId%22%...           中信银行信用卡中心   \n",
       "19  %7B%22scene%22%3A%22condition%22%2C%22skId%22%...                汇联时代   \n",
       "20  %7B%22scene%22%3A%22condition%22%2C%22skId%22%...                雅全电子   \n",
       "21  %7B%22scene%22%3A%22condition%22%2C%22skId%22%...         深圳市粤吉电子有限公司   \n",
       "22  %7B%22scene%22%3A%22condition%22%2C%22skId%22%...       深圳市亿诚伟业电子有限公司   \n",
       "23  %7B%22scene%22%3A%22condition%22%2C%22skId%22%...                道径电子   \n",
       "24  %7B%22scene%22%3A%22condition%22%2C%22skId%22%...         深圳市宣盈科技有限公司   \n",
       "25  %7B%22scene%22%3A%22condition%22%2C%22skId%22%...       深圳市高维智创科技有限公司   \n",
       "26  %7B%22scene%22%3A%22condition%22%2C%22skId%22%...                 时创意   \n",
       "27  %7B%22scene%22%3A%22condition%22%2C%22skId%22%...    某深圳电子/半导体/集成电路公司   \n",
       "28  %7B%22scene%22%3A%22condition%22%2C%22skId%22%...        深圳市凯新达电子有限公司   \n",
       "29  %7B%22scene%22%3A%22condition%22%2C%22skId%22%...        深圳市威晟达科技有限公司   \n",
       "30  %7B%22scene%22%3A%22condition%22%2C%22skId%22%...                华芯控股   \n",
       "31  %7B%22scene%22%3A%22condition%22%2C%22skId%22%...                华芯控股   \n",
       "32  %7B%22scene%22%3A%22condition%22%2C%22skId%22%...       深圳市天河星供应链有限公司   \n",
       "33  %7B%22scene%22%3A%22condition%22%2C%22skId%22%...        深圳市汇芯微电子有限公司   \n",
       "34  %7B%22scene%22%3A%22condition%22%2C%22skId%22%...      深圳市富临通实业股份有限公司   \n",
       "35  %7B%22scene%22%3A%22condition%22%2C%22skId%22%...      联和存储科技(江苏)有限公司   \n",
       "36  %7B%22scene%22%3A%22condition%22%2C%22skId%22%...              PAWPAW   \n",
       "37  %7B%22scene%22%3A%22condition%22%2C%22skId%22%...  某深圳大型电子/半导体/集成电路公司   \n",
       "38  %7B%22scene%22%3A%22condition%22%2C%22skId%22%...               智楠半导体   \n",
       "39  %7B%22scene%22%3A%22condition%22%2C%22skId%22%...               某知名公司   \n",
       "\n",
       "   comp.compScale  comp.compId                    comp.compLogo  \\\n",
       "0     5000-10000人    8008752.0  6152c4cc6f51835dc0c4098401u.png   \n",
       "1        100-499人    9137518.0  5950bce770320c7ee1a5511806a.jpg   \n",
       "2        100-499人   13559807.0  65127c2197412100f7f75bc008u.png   \n",
       "3        10000人以上    1072424.0  5bfe915474719d35745acf0903a.png   \n",
       "4        500-999人    8523053.0  5bfe9bce74719df0ac9a179703a.png   \n",
       "5        10000人以上    1069385.0  5bfe9df574719d2aa34b7b2203a.png   \n",
       "6        500-999人          NaN  60e2fe0bf3df194a3c48adb502u.png   \n",
       "7           1-49人   13629967.0  61b07937d0458d53c627567e02u.jpg   \n",
       "8        100-499人    6145394.0  5fc72c10ddcaaa231891b6af08u.png   \n",
       "9        10000人以上    3441408.0  618df9bfa4c5831c43630e5705u.png   \n",
       "10       100-499人    8921762.0  61b07937d0458d53c627567e02u.jpg   \n",
       "11         50-99人   12148501.0  5f6bf74a79c7cc70efb0449807u.png   \n",
       "12         50-99人   12260991.0  61d5701e9c49ff7ec564562301u.png   \n",
       "13          1-49人          NaN  60e2fe0bf3df194a3c48adb502u.png   \n",
       "14       100-499人   10006295.0  6139de220cc7f1142f1878bc04u.png   \n",
       "15       100-499人    8921762.0  61b07937d0458d53c627567e02u.jpg   \n",
       "16         50-99人    9579944.0  61b07937d0458d53c627567e02u.jpg   \n",
       "17       100-499人   10016683.0  61b07937d0458d53c627567e02u.jpg   \n",
       "18    5000-10000人    6409805.0  5d4b8b40cd394174d097380c03u.png   \n",
       "19       100-499人    9450692.0  5fc5f65f0757911709487ea406u.png   \n",
       "20         50-99人    9443633.0  62fc973a9e4c1713c988b8b103u.jpg   \n",
       "21         50-99人   13115993.0  61a0c0e51bd4fb704ea367f707u.jpg   \n",
       "22          1-49人   12157595.0  61b07937d0458d53c627567e02u.jpg   \n",
       "23         50-99人    8028167.0  5bfea08974719d2aa34bfb9303a.png   \n",
       "24          1-49人   13391655.0  619fea551bd4fb704e8f5f9304u.jpg   \n",
       "25          1-49人   12830957.0  60eeb62a5f5b8a6b840f236a08u.png   \n",
       "26       500-999人    9380417.0  62f0797b15eb376a3a12dbd808u.png   \n",
       "27         50-99人          NaN  60e2fe0bf3df194a3c48adb502u.png   \n",
       "28       500-999人    7987788.0  620df5b4852ef53f0fc5b9d801u.png   \n",
       "29          1-49人   12397633.0  61b07937d0458d53c627567e02u.jpg   \n",
       "30         50-99人   10044915.0  6414141a471b9d0d5fff49f703u.png   \n",
       "31         50-99人   10044915.0  6414141a471b9d0d5fff49f703u.png   \n",
       "32       500-999人   13588741.0  64a61cbb4beb94129c59f04c01u.png   \n",
       "33         50-99人    8444719.0  63f4970e3ee568020853bf4708u.png   \n",
       "34         50-99人    9329168.0  5bfe93da74719d9f609ab36d03a.png   \n",
       "35         50-99人   13146105.0  62f463c85732892a6615046607u.png   \n",
       "36          1-49人    9300491.0  61dd3ac4fc9a4b46dbcc015d07u.jpg   \n",
       "37       500-999人          NaN  60e2fe0bf3df194a3c48adb502u.png   \n",
       "38         50-99人    9630695.0  627b816f4924691322d3f19108u.png   \n",
       "39         50-99人          NaN  60e2fe0bf3df194a3c48adb502u.png   \n",
       "\n",
       "   comp.compIndustry                                 comp.link  \\\n",
       "0            房地产开发经营   https://www.liepin.com/company/8008752/   \n",
       "1                 银行   https://www.liepin.com/company/9137518/   \n",
       "2             专业技术服务  https://www.liepin.com/company/13559807/   \n",
       "3                互联网   https://www.liepin.com/company/1072424/   \n",
       "4        电子/半导体/集成电路   https://www.liepin.com/company/8523053/   \n",
       "5              机械/设备   https://www.liepin.com/company/1069385/   \n",
       "6        电子/半导体/集成电路                                             \n",
       "7        电子/半导体/集成电路  https://www.liepin.com/company/13629967/   \n",
       "8        电子/半导体/集成电路   https://www.liepin.com/company/6145394/   \n",
       "9                 制药   https://www.liepin.com/company/3441408/   \n",
       "10       电子/半导体/集成电路   https://www.liepin.com/company/8921762/   \n",
       "11            贸易/进出口  https://www.liepin.com/company/12148501/   \n",
       "12       电子/半导体/集成电路  https://www.liepin.com/company/12260991/   \n",
       "13             计算机软件                                             \n",
       "14              生物技术  https://www.liepin.com/company/10006295/   \n",
       "15       电子/半导体/集成电路   https://www.liepin.com/company/8921762/   \n",
       "16       电子/半导体/集成电路   https://www.liepin.com/company/9579944/   \n",
       "17       电子/半导体/集成电路  https://www.liepin.com/company/10016683/   \n",
       "18                银行   https://www.liepin.com/company/6409805/   \n",
       "19              通信设备   https://www.liepin.com/company/9450692/   \n",
       "20       电子/半导体/集成电路   https://www.liepin.com/company/9443633/   \n",
       "21       电子/半导体/集成电路  https://www.liepin.com/company/13115993/   \n",
       "22             批发/零售  https://www.liepin.com/company/12157595/   \n",
       "23       电子/半导体/集成电路   https://www.liepin.com/company/8028167/   \n",
       "24       电子/半导体/集成电路  https://www.liepin.com/company/13391655/   \n",
       "25       电子/半导体/集成电路  https://www.liepin.com/company/12830957/   \n",
       "26       电子/半导体/集成电路   https://www.liepin.com/company/9380417/   \n",
       "27       电子/半导体/集成电路                                             \n",
       "28       电子/半导体/集成电路   https://www.liepin.com/company/7987788/   \n",
       "29       电子/半导体/集成电路  https://www.liepin.com/company/12397633/   \n",
       "30       电子/半导体/集成电路  https://www.liepin.com/company/10044915/   \n",
       "31       电子/半导体/集成电路  https://www.liepin.com/company/10044915/   \n",
       "32       电子/半导体/集成电路  https://www.liepin.com/company/13588741/   \n",
       "33       电子/半导体/集成电路   https://www.liepin.com/company/8444719/   \n",
       "34       电子/半导体/集成电路   https://www.liepin.com/company/9329168/   \n",
       "35       电子/半导体/集成电路  https://www.liepin.com/company/13146105/   \n",
       "36       电子/半导体/集成电路   https://www.liepin.com/company/9300491/   \n",
       "37       电子/半导体/集成电路                                             \n",
       "38       电子/半导体/集成电路   https://www.liepin.com/company/9630695/   \n",
       "39              医疗健康                                             \n",
       "\n",
       "                                           job.labels  job.advViewFlag  ...  \\\n",
       "0                           [工具产品, 计算机软件, 产品设计, 产品规划]             True  ...   \n",
       "1    [数据产品, 工具产品, 化学化工, 数据分析, 产品规划, 数据挖掘, 用户研究, 产品设计]             True  ...   \n",
       "2                   [策略产品, 能源/水利/环保, 新能源, 产品设计, 产品规划]             True  ...   \n",
       "3                            [数据产品, 数据挖掘, 数据分析, 产品规划]            False  ...   \n",
       "4   [数据产品, 供应链产品, 电子/半导体/集成电路, 电子商务, 产品规划, 用户研究, 市...            False  ...   \n",
       "5                                                  []            False  ...   \n",
       "6                                              [功率器件]            False  ...   \n",
       "7                            [产品规划, 市场调研, 用户研究, 电子商务]            False  ...   \n",
       "8                    [产品经理, 市场开拓, MOS, 尚阳通, 功率器件, 原厂]            False  ...   \n",
       "9                                                  []            False  ...   \n",
       "10                                                 []            False  ...   \n",
       "11                                      [电子/半导体/集成电路]            False  ...   \n",
       "12                         [模拟电源, PM, 产品经理, 二极管, 元器件]            False  ...   \n",
       "13                          [电子元器件, 半导体, 电子/半导体/集成电路]            False  ...   \n",
       "14  [临床项目管理, 临床试验, CRC, CRA, 临床实施, 临床Ⅰ期, 临床Ⅱ期, 临床Ⅲ...            False  ...   \n",
       "15  [产品线, 功率器件, 电子/半导体/集成电路, 半导体, 储能电源, 光伏, 光伏逆变器,...            False  ...   \n",
       "16                                                 []            False  ...   \n",
       "17                                       [产品规划, 运营管理]            False  ...   \n",
       "18                        [营销策划, 客户管理, 消费品, 金融业, 制造业]            False  ...   \n",
       "19                       [硬件行业, 合同管理, 保险业, 医疗险, 客户管理]            False  ...   \n",
       "20              [数据产品, 电子/半导体/集成电路, 市场调研, 产品规划, 数据分析]            False  ...   \n",
       "21                                                 []            False  ...   \n",
       "22                                                 []            False  ...   \n",
       "23                          [电子/半导体/集成电路, 市场调研, 团队管理]            False  ...   \n",
       "24                                 [to C, 产品规划, 团队管理]            False  ...   \n",
       "25                         [客户端产品, 电子/半导体/集成电路, 用户研究]            False  ...   \n",
       "26                                                 []            False  ...   \n",
       "27                  [电子产品及配件, 市场调研, 需求调研, 需求分析, 用户研究]            False  ...   \n",
       "28                                           [PM产品经理]            False  ...   \n",
       "29                             [TO B , 传感器芯片, ，消费类电子]            False  ...   \n",
       "30                                                 []            False  ...   \n",
       "31                             [市场策划, 市场推广, 广告/传媒/文化]            False  ...   \n",
       "32                          [元器件产品经理, PM, 二三极管, MOS管]            False  ...   \n",
       "33                                                 []            False  ...   \n",
       "34                                      [电子/半导体/集成电路]            False  ...   \n",
       "35  [电子/半导体/集成电路, 产品规划, 需求分析, 用户研究, 市场调研, 数据分析, 存储...            False  ...   \n",
       "36               [客户管理, 市场洞察, 产品经理培训, 芯片, 团队管理, 拓展培训]            False  ...   \n",
       "37                                                 []            False  ...   \n",
       "38                         [市场推广, 品牌推广, 市场调研分析, 市场策划]            False  ...   \n",
       "39                    [电子/半导体/集成电路, 产品规划, 团队管理, 产品优化]            False  ...   \n",
       "\n",
       "   job.h5OuterLink                                     job.link  \\\n",
       "0                   https://www.liepin.com/job/1960703563.shtml   \n",
       "1                   https://www.liepin.com/job/1960218903.shtml   \n",
       "2                   https://www.liepin.com/job/1962757747.shtml   \n",
       "3                   https://www.liepin.com/job/1936908035.shtml   \n",
       "4                   https://www.liepin.com/job/1944250585.shtml   \n",
       "5                   https://www.liepin.com/job/1943765787.shtml   \n",
       "6              NaN      https://www.liepin.com/a/49967313.shtml   \n",
       "7                   https://www.liepin.com/job/1961924043.shtml   \n",
       "8                   https://www.liepin.com/job/1962635529.shtml   \n",
       "9                   https://www.liepin.com/job/1962477485.shtml   \n",
       "10                  https://www.liepin.com/job/1957342597.shtml   \n",
       "11                  https://www.liepin.com/job/1959037701.shtml   \n",
       "12                  https://www.liepin.com/job/1960775157.shtml   \n",
       "13             NaN      https://www.liepin.com/a/48634761.shtml   \n",
       "14                  https://www.liepin.com/job/1962668005.shtml   \n",
       "15                  https://www.liepin.com/job/1959431759.shtml   \n",
       "16                  https://www.liepin.com/job/1947307987.shtml   \n",
       "17                  https://www.liepin.com/job/1938687185.shtml   \n",
       "18                  https://www.liepin.com/job/1957550941.shtml   \n",
       "19                  https://www.liepin.com/job/1958710945.shtml   \n",
       "20                  https://www.liepin.com/job/1954319281.shtml   \n",
       "21                  https://www.liepin.com/job/1947135639.shtml   \n",
       "22                  https://www.liepin.com/job/1960604499.shtml   \n",
       "23                  https://www.liepin.com/job/1955750935.shtml   \n",
       "24                  https://www.liepin.com/job/1957179331.shtml   \n",
       "25                  https://www.liepin.com/job/1956533879.shtml   \n",
       "26                  https://www.liepin.com/job/1962780357.shtml   \n",
       "27             NaN      https://www.liepin.com/a/50602057.shtml   \n",
       "28                  https://www.liepin.com/job/1955751165.shtml   \n",
       "29                  https://www.liepin.com/job/1962423657.shtml   \n",
       "30                  https://www.liepin.com/job/1962102371.shtml   \n",
       "31                  https://www.liepin.com/job/1962395833.shtml   \n",
       "32                  https://www.liepin.com/job/1959576335.shtml   \n",
       "33                  https://www.liepin.com/job/1953733605.shtml   \n",
       "34                  https://www.liepin.com/job/1945491147.shtml   \n",
       "35                  https://www.liepin.com/job/1958727339.shtml   \n",
       "36                  https://www.liepin.com/job/1958303541.shtml   \n",
       "37             NaN      https://www.liepin.com/a/49219315.shtml   \n",
       "38                  https://www.liepin.com/job/1944818711.shtml   \n",
       "39             NaN      https://www.liepin.com/a/48626171.shtml   \n",
       "\n",
       "   recruiter.chatted                    recruiter.imId  recruiter.imUserType  \\\n",
       "0              False  7d3fa6789cde5a1567766a03c68ce883                     2   \n",
       "1              False  3a4d6e5af4ea54c998d2351c2920e108                     2   \n",
       "2              False  ca94f48529c69593cf3b784bbdf4fe53                     2   \n",
       "3              False  4a4ece35206ffdf578f5885b11a76839                     2   \n",
       "4              False  5f8386ced4ae183262f6540bf442d9e7                     2   \n",
       "5              False  1302b01334b547df3eae059a38e31609                     2   \n",
       "6              False  f6dc9ce90b0921a49ccf3dc45f6d7696                     2   \n",
       "7              False  b736db3b42e0395a5ffa3c8d56bb2e9d                     2   \n",
       "8              False  c7641a69cf38dca278f5885b11a76839                     2   \n",
       "9              False  cb1dd2f62c1ce80ad02b94a21a70f1cd                     2   \n",
       "10             False  073e7f3d615fbf4744028f553778c6e1                     2   \n",
       "11             False  c2a7b3c534d4f3e28d1ff84e0a6c6898                     2   \n",
       "12             False  4ef5526798483a4de37b0b202b2adc1c                     2   \n",
       "13             False  bf831b7e81387f4345913e3a4abf94f3                     2   \n",
       "14             False  4ec812f1248209e8626cd406b14d2b76                     2   \n",
       "15             False  073e7f3d615fbf4744028f553778c6e1                     2   \n",
       "16             False  784c2b987245e47cc3598071a0e218f7                     2   \n",
       "17             False  361ab007f8a1697171de52c3bc0b6279                     2   \n",
       "18             False  6d356058563a25376042c177f0a1d2b1                     2   \n",
       "19             False  a666c448297bdb51485f40b921d561e1                     2   \n",
       "20             False  4d26494c54a77d5333f1d87ff4815723                     2   \n",
       "21             False  87308f241fde688761a8485668ee84be                     2   \n",
       "22             False  3665e3a34b0ddcc0af3ffeaad667fde0                     2   \n",
       "23             False  63f83a66035b4f9686da8f3a9139f92c                     2   \n",
       "24             False  27fdfc91f6dc9809b64be310238bddad                     2   \n",
       "25             False  0a4f64b46432b033a88090c0f9b26513                     2   \n",
       "26             False  eedada99e7382a1a54f897cc91b0c405                     2   \n",
       "27             False  b17010b9178f93c9d6536557a2c53778                     2   \n",
       "28             False  74529eb458bb0f3c244e08c53f86302f                     2   \n",
       "29             False  10dcebc2c4e87aedc113e61f65e6c038                     2   \n",
       "30             False  f01bd5ec019a068d99eeb040770b0b48                     2   \n",
       "31             False  f01bd5ec019a068d99eeb040770b0b48                     2   \n",
       "32             False  d636d1b63f2cb5bbe4ebb60240f6ac35                     2   \n",
       "33             False  6044cbd70b5f5c7ad3bb4520db770433                     2   \n",
       "34             False  f3f2d41ee0fe321eaaa70b13e477f173                     2   \n",
       "35             False  f2bc966edf87465727604c803496f761                     2   \n",
       "36             False  350246ccda0003d6d1ea97c874ac4d62                     2   \n",
       "37             False  61e866c715465a7d2980490a0cdf2257                     2   \n",
       "38             False  478ffe875d5ad1b19ccf3dc45f6d7696                     2   \n",
       "39             False  95ae3e68cbd8f03d337193710fe42056                     2   \n",
       "\n",
       "           recruiter.recruiterPhoto recruiter.recruiterName  \\\n",
       "0   5f8f986779c7cc70efbf36c008u.jpg                     陈女士   \n",
       "1   5f8f9865ea60860b75384fa508u.jpg                     李女士   \n",
       "2   5f8f9866dfb13a7dee342f1808u.jpg                     梁女士   \n",
       "3   57c4e9d345ce9f0a74a9b8cd04a.png                     陈先生   \n",
       "4   5f8f9866dfb13a7dee342f1808u.jpg                     郑女士   \n",
       "5   6098fbd5919e256bc8d799fe03u.png                     王女士   \n",
       "6   5db1849947b2f02171adf34907u.jpg                     万先生   \n",
       "7   5f8f9865ea60860b75384fa508u.jpg                     洪女士   \n",
       "8   620b0b321cd3cd37445a7c6301u.png                     李女士   \n",
       "9   5afa74d88e509b07de06cd0904a.jpg                     魏女士   \n",
       "10  5f8f9866dfb13a7dee342f1808u.jpg                     郑女士   \n",
       "11  5f8f9865ea60860b75384fa508u.jpg                     王女士   \n",
       "12  5f8f98648dbe6273dcf8515508u.jpg                     朱女士   \n",
       "13  6305cf61b77e512ba9da292908u.png                     景女士   \n",
       "14  5f8f9865ea60860b75384fa508u.jpg                     胡女士   \n",
       "15  5f8f9866dfb13a7dee342f1808u.jpg                     郑女士   \n",
       "16  5f8f986c79c7cc70efbf36c808u.jpg                     杨先生   \n",
       "17  5f8f9865ea60860b75384fa508u.jpg                     张女士   \n",
       "18  5d4b8c2f81fb1a0d6f6ab53a03u.png                     蓝女士   \n",
       "19  5f8f9863f6d1ab58476f246a08u.jpg                     吴女士   \n",
       "20  62fc9cee804e287457021c6403u.png                     卢女士   \n",
       "21  5f8f986779c7cc70efbf36c008u.jpg                     张女士   \n",
       "22  5f8f986779c7cc70efbf36c008u.jpg                     郑女士   \n",
       "23  5f8f9866dfb13a7dee342f1808u.jpg                     余女士   \n",
       "24  5f8f9863f6d1ab58476f246a08u.jpg                     黄女士   \n",
       "25  5f8f9866dfb13a7dee342f1808u.jpg                     刘女士   \n",
       "26  5f8f986779c7cc70efbf36c008u.jpg                     张女士   \n",
       "27  618e2b490eb0415e1ec0a6a706u.png                     任女士   \n",
       "28  5f8f9865ea60860b75384fa508u.jpg                     牟女士   \n",
       "29  5f8f98648dbe6273dcf8515508u.jpg                     吴女士   \n",
       "30  5f8f9863f6d1ab58476f246a08u.jpg                     董女士   \n",
       "31  5f8f9863f6d1ab58476f246a08u.jpg                     董女士   \n",
       "32  5f8f9865ea60860b75384fa508u.jpg                     罗女士   \n",
       "33  5f8f986779c7cc70efbf36c008u.jpg                     张女士   \n",
       "34  5f8f9865ea60860b75384fa508u.jpg                     吴女士   \n",
       "35  64edb1871913aa27489a503a05u.png                     王女士   \n",
       "36  60dacd97e1f1874dc90b3ae306u.jpg                     杨女士   \n",
       "37  5fb46a5e4e19660289e02e8004u.jpg                     金女士   \n",
       "38  5f8f9868f6d1ab58476f24a008u.jpg                     何先生   \n",
       "39  5dd389a1d38a3d7423d99d5105u.jpg                     卓女士   \n",
       "\n",
       "   recruiter.recruiterTitle             recruiter.recruiterId comp.compStage  \n",
       "0                      招聘经理  3fcc5d5e7789cc2d15a835f0d3b0cd8e            NaN  \n",
       "1                        HR  682f5224fe72776cffa07540d5a21b09            NaN  \n",
       "2                    人力资源经理  a276f1c9428cbbd6482b32c71a5ef883            NaN  \n",
       "3                      招聘经理  d4be0c7af21e622076f4668dbe33f725           港股上市  \n",
       "4                   人力资源部主管  03a35b280d00a67bde30689f01e9fe19            NaN  \n",
       "5        Talent Acquisition  435b286bb8f76f8f51d56a5f1de4256c            NaN  \n",
       "6                      猎头顾问  8a9f7420efe1111fa9891526b34c6c2a             A轮  \n",
       "7             助理总经理/总助(高管级)  49456bf7c47ad70d219291c49e5b9314            NaN  \n",
       "8                    人力资源经理  0bf0722094c925ae8c9f9862da3ad695            NaN  \n",
       "9                      招聘经理  e287506303bcdafdc4f9b037d3eb6f94         沪深A股上市  \n",
       "10                     招聘主管  0f490e3b52d7b4d209f146570e06808e            NaN  \n",
       "11                     招聘主管  3ed0a57b953381ec00fd95f949e1e587           战略投资  \n",
       "12                       人事  e040df2a2277bc9edfc50be1acb5a8aa            NaN  \n",
       "13                     猎头顾问  a3efebbe5476fd144c7275e0b3131c5e          融资未公开  \n",
       "14                   高级招聘专员  d81bff1f9c41ada84ce0a50c6d372fae             B轮  \n",
       "15                     招聘主管  0f490e3b52d7b4d209f146570e06808e            NaN  \n",
       "16                       HR  dd0950349f402d2194eb8148a132ff22          融资未公开  \n",
       "17                       HR  784ac3ccc4474b6f71a2c9fecf9f2948           战略投资  \n",
       "18                       招聘  f5baa63b70999ea21bbb9ece786c9c4a            NaN  \n",
       "19                   人力行政总监  19a6e5b1e5bb85447b4adaffe3e15101          融资未公开  \n",
       "20                       HR  997ac596617df43a6fc5e5a3185cdff3          融资未公开  \n",
       "21                       人事  dacd6a5aa3f238c18b38d6f56093b2cd            NaN  \n",
       "22                     行政专员  c2a37beb635ce04c1a47493faf33028d            NaN  \n",
       "23                   人力资源经理  a58562f9e895113a96b14984e4c3aac6          融资未公开  \n",
       "24                       人事  6bd83db4d420cd80a3b249221be97dc4            NaN  \n",
       "25                     商务专员  1185646b724f9912c393eccc5f8b43d1             其他  \n",
       "26                     招聘专员  0aaf12c3920d87ef7f7b7bd87cdb3da1           战略投资  \n",
       "27                     猎头顾问  a0da1cb593ca6bc5d61b571ad5b1ef55          融资未公开  \n",
       "28                           676976ba8ba9ecb043ed27b6aa9920aa          融资未公开  \n",
       "29                       HR  ac4610185d6c0a8468cfa4bf383ca6e0            NaN  \n",
       "30                      HRD  f8eab0e8ce9457acb13de5af5ca228eb            NaN  \n",
       "31                      HRD  f8eab0e8ce9457acb13de5af5ca228eb            NaN  \n",
       "32                        无  536827c2c697d609f810b517e6edb438            NaN  \n",
       "33                      总经理  59155e63732ffa0eb9903f0bd7b26bb3            NaN  \n",
       "34                     人事主管  23b668b7ef4cec0daa4401da99b69788            NaN  \n",
       "35                       HR  ccdad52c2bbc660a07efab5c7119dcac             A轮  \n",
       "36                      创始人  a8445903f0fb18f01520428056e78ca6          融资未公开  \n",
       "37                     猎头顾问  52be55999a50b40736a50a9ea24271e0             A轮  \n",
       "38                       HR  040fb0f423490892184c70bb77110c0f            NaN  \n",
       "39                     猎头顾问  868304a795f24fd2578045cabdc23e35          融资未公开  \n",
       "\n",
       "[40 rows x 31 columns]"
      ]
     },
     "execution_count": 16,
     "metadata": {},
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    }
   ],
   "source": [
    "pd.json_normalize(liepin_data['data']['data']['jobCardList'])"
   ]
  },
  {
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